From farms and construction sites to repair shops, classrooms, hospitals, and offices, explore how AI is already used, where applications are emerging, and what could come next.
56 of 56 representative careers shown
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Start somewhere unexpected
Examples from deployed systems, with people checking results and handling exceptions.
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On the farm
- Sprayer camera
- AI detects weeds
- Operator checks results
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In HVAC service
- Building data
- AI insights
- Technician tests
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In a plumbing business
- Service call
- AI booking
- Staff handles exceptions
Browse 56 representative careers across 17 broad sector groups. Your practical expertise and human judgment remain essential. Adoption varies by employer; this directory is illustrative.
How to read AI evidence and Mississippi priorities
- Used todayEvidence supports use in at least some workplaces, not universal adoption.
- EmergingThe use is moving from research, pilots, or early adoption toward practice. Each profile identifies its limits.
- PotentialA plausible application or future scenario; not presented as established practice.
The targeted filter covers all 13 occupation families on AccelerateMS’s 2026 statewide targeted list. Other state and regional priorities are broader. Read the 2026 priority methodology and lists. Workforce priority is separate from AI-use evidence.
Looking for an AI-specific college credential? Use AI Degrees & Pathways to compare Mississippi courses, certificates, and degree programs.
Healthcare & Life Sciences
A large Mississippi workforce sector where regulated AI tools are already present and human accountability is essential.
Sector evidence and context
AI-use evidence: FDA AI-Enabled Medical Devices; American Nurses Association: Ethical Use of AI in Nursing Practice
Registered NurseUsed today in some workplacesReview AI-supported patient alerts alongside the full clinical record.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationReview AI-supported monitoring or risk alerts alongside the full patient record; use varies by health system.Evidence: American Nurses Association: Ethical Use of AI in Nursing Practice; FDA AI-Enabled Medical Devices
Emerging
- Partial automationDraft routine clinical documentation or patient instructions for nurse verification.Evidence: American Nurses Association: Ethical Use of AI in Nursing Practice
Potential or future application
- AI-enabled workCoordinate care using predictions that combine clinical, staffing, and social-risk data, subject to governance and validation.Evidence: American Nurses Association: Ethical Use of AI in Nursing Practice
Human skills that remain critical
- clinical judgment
- patient communication
- hands-on assessment
- ethical accountability
AI skills to develop
- recognize alert limitations
- verify generated documentation
- protect health data
- explain AI-assisted decisions
What this career does
Assesses patients, coordinates care, administers treatments, and communicates with patients and clinical teams.
Typical preparation
Associate or bachelor’s nursing pathway plus state licensure; requirements vary by role and employer.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Radiologic Technologist or TechnicianUsed today in some workplacesUse approved imaging AI to flag findings or support image-quality checks.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationUse approved imaging software that can flag findings, prioritize studies, or support image quality workflows; capabilities vary by device and facility.Evidence: FDA AI-Enabled Medical Devices
Emerging
- Partial automationApply AI-assisted positioning, protocol selection, or dose-optimization recommendations under clinical protocols.Evidence: FDA AI-Enabled Medical Devices
Potential or future application
- AI-enabled workCombine imaging and operational data to anticipate repeat scans or workflow bottlenecks.Evidence: FDA AI-Enabled Medical Devices
Human skills that remain critical
- patient positioning
- radiation safety
- patient reassurance
- protocol compliance
AI skills to develop
- understand device indications
- recognize false alerts
- document overrides
- escalate uncertain outputs
What this career does
Positions patients and operates imaging equipment to produce diagnostic images safely and accurately.
Typical preparation
Associate’s degree is the typical entry pathway; licensing or certification may apply.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Clinical Laboratory Technologist or TechnicianUsed today in some workplacesCheck AI classifications from validated laboratory instruments.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationReview instrument-generated classifications or image analyses in laboratory workflows where validated systems are deployed.Evidence: FDA AI-Enabled Medical Devices
Emerging
- Partial automationPrioritize specimens or quality-control exceptions for human review.Evidence: FDA AI-Enabled Medical Devices
Potential or future application
- AI-enabled workCombine multi-source laboratory data to surface patterns for specialist interpretation.Evidence: FDA AI-Enabled Medical Devices
Human skills that remain critical
- specimen integrity
- quality control
- technical interpretation
- clinical escalation
AI skills to develop
- validate outputs against controls
- understand data provenance
- investigate anomalies
- maintain audit trails
What this career does
Tests blood, tissue, and other specimens and evaluates results used in diagnosis and treatment.
Typical preparation
Bachelor’s degree is typical for technologists; some technician roles begin with an associate’s degree.
O*NET: Clinical Laboratory Technologists (29-2011.00) · O*NET: Clinical Laboratory Technicians (29-2012.00) · BLS career profile
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Emergency Medical Technician (EMT)Potential applicationCould use validated decision support to organize patient and scene information; a future scenario.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: use validated real-time decision support to organize patient and scene information; this follows the EMS Agenda 2050 vision and is not presented as established EMT practice.Evidence: NHTSA: EMS Agenda 2050 future vision
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- scene assessment
- patient care
- clear handoff
- protocol discipline
AI skills to develop
- verify decision support
- protect patient information
- recognize missing context
- escalate uncertainty
What this career does
Assesses emergencies, provides care within protocols, and transports patients safely.
Typical preparation
Approved EMT education, certification, and state authorization; paramedic is a distinct occupation and pathway.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Licensed Practical Nurse (LPN)Potential applicationCould review AI-drafted care notes within employer policy and the nurse’s authorized scope.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: draft routine care notes or organize observations for LPN review within employer policy and the nurse’s authorized scope. Nursing AI guidance supports the scenario; it does not establish LPN-specific adoption.Evidence: American Nurses Association: Ethical Use of AI in Nursing Practice
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- patient observation
- hands-on care
- accurate reporting
- scope-of-practice judgment
AI skills to develop
- verify draft documentation
- recognize alert errors
- protect patient data
- follow clinical protocols
What this career does
Provides practical nursing care, observes patients, and reports changes to the care team.
Typical preparation
Approved practical-nursing program and state licensure; duties follow the applicable scope of practice.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Advanced Manufacturing & Shipbuilding
Manufacturing combines targeted skilled trades with high-growth engineering and maintenance roles important to Mississippi production and shipbuilding.
Sector evidence and context
AI-use evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Industrial Machinery MechanicUsed today in some workplacesUse deployed predictive-maintenance alerts to prioritize hands-on inspection.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationUse condition-monitoring or predictive-maintenance alerts to prioritize inspection and diagnosis where plants have deployed them.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Emerging
- AI-enabled workAsk an approved assistant to retrieve manuals, compare fault histories, or draft a repair checklist.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Potential or future application
- Partial automationAutomatically adjust maintenance schedules from equipment condition and production constraints.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Human skills that remain critical
- hands-on diagnosis
- lockout/tagout safety
- mechanical judgment
- repair verification
AI skills to develop
- interpret sensor trends
- question false alarms
- record corrective actions
- keep proprietary data in approved tools
What this career does
Maintains, troubleshoots, and repairs production machinery and mechanical systems.
Typical preparation
High school diploma or equivalent plus substantial on-the-job training is typical.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Welder, Cutter, Solderer, or BrazerUsed today in some workplacesReview weld images with machine-vision quality tools where deployed.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationInspect weld images or process data with machine-vision quality tools where deployed.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Emerging
- AI-enabled workTune robotic or collaborative welding parameters and review flagged defects.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Potential or future application
- Partial automationAutomate repeatable weld paths while skilled welders handle fit-up, exceptions, and certification-critical work.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Human skills that remain critical
- manual dexterity
- joint preparation
- safety discipline
- visual inspection
AI skills to develop
- interpret vision-system flags
- understand robot limits
- verify weld quality
- document parameter changes
What this career does
Joins and repairs metal components using heat, pressure, and specialized equipment.
Typical preparation
High school diploma or equivalent with technical and on-the-job training is typical.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Industrial EngineerUsed today in some workplacesAnalyze production and maintenance data to identify patterns and constraints.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationAnalyze production, quality, or maintenance data to identify patterns and constraints.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Emerging
- AI-enabled workUse simulations or digital representations to compare process changes before deployment.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Potential or future application
- Partial automationGenerate and score production schedules while engineers set constraints and approve tradeoffs.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Human skills that remain critical
- systems thinking
- change management
- statistical reasoning
- worker-centered design
AI skills to develop
- frame optimization problems
- validate training data
- test recommendations
- monitor unintended effects
What this career does
Designs and improves integrated systems involving people, materials, information, equipment, and energy.
Typical preparation
Bachelor’s degree is the typical entry pathway.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
MachinistEmergingAI research and industry projects support machine-performance prediction; deployment varies by shop.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationResearch and industry-transfer projects use AI and machine measurements to predict machine performance and support quality; deployment varies by shop.Evidence: NIST: Augmented Intelligence for Manufacturing Systems
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: flag tool wear or thermal drift before it produces out-of-tolerance parts, with machinist verification.Evidence: NIST: Augmented Intelligence for Manufacturing Systems
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- metrology
- tool selection
- setup discipline
- drawing interpretation
AI skills to develop
- check model uncertainty
- verify tool recommendations
- label machine data
- validate dimensions
What this career does
Sets up and operates machine tools to make precision parts from drawings and specifications.
Typical preparation
Technical education, apprenticeship, or structured on-the-job training; precision measurement and machining practice are essential.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Quality Control InspectorUsed today in some workplacesCheck AI defect flags against physical products and specifications.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn factories deploying AI inspection systems, review defect flags alongside physical checks and product specifications; capabilities vary by product and system.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: support food-product authenticity checks with validated machine-learning measurements; NIST describes research, not routine food-inspector deployment.Evidence: NIST: machine learning research for food provenance
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- measurement accuracy
- specification knowledge
- defect judgment
- traceable records
AI skills to develop
- check false classifications
- label examples consistently
- validate sensor quality
- escalate defects
What this career does
Checks products and materials against specifications and documents defects and test results.
Typical preparation
Job-specific technical and measurement training; requirements vary by product and industry.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Agriculture, Forestry & Food Systems
Farmers, equipment operators, livestock and aquaculture workers, and forestry crews encounter AI through machinery, research, and farm-business tools. Adoption and data coverage vary by role.
Sector evidence and context
AI-use evidence: John Deere: See & Spray deployment; MSU: agricultural AI research, Mississippi LandMarks, pages 4–7; MSU Extension: AI to Answers funding announcement, September 21, 2026
Agricultural EngineerEmergingEvaluate designs using field, weather, equipment, and remote-sensing data.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Emerging
- AI-enabled workCombine remote-sensing, equipment, weather, and field data to evaluate designs or management options.Evidence: USDA FY 2025–2026 AI Strategy; USDA NIFA: Artificial Intelligence
Potential or future application
- AugmentationUse models to compare water, energy, yield, or environmental tradeoffs before field deployment.Evidence: USDA FY 2025–2026 AI Strategy
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- engineering judgment
- field validation
- safety
- environmental tradeoff analysis
AI skills to develop
- evaluate model assumptions
- integrate sensor data
- validate recommendations in context
- communicate uncertainty
What this career does
Applies engineering to agricultural production, processing, structures, machinery, and environmental systems.
Typical preparation
Bachelor’s degree is the typical entry pathway.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Soil and Plant ScientistUsed today in some workplacesUse machine-learning predictions to compare plant-breeding candidates where deployed.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationUse machine-learning predictions to compare breeding crosses and help breeders select plant candidates, where these tools are deployed.Evidence: Bayer: AI in plant breeding; Bayer: How AI is Reshaping Agricultural Innovation
Emerging
- AugmentationClassify field imagery and combine remote-sensing observations with soil or crop measurements.Evidence: USDA NIFA: Artificial Intelligence
Potential or future application
- AI-enabled workModel site-specific interventions while scientists validate biological plausibility and local conditions.Evidence: USDA FY 2025–2026 AI Strategy; USDA NIFA: Artificial Intelligence
Human skills that remain critical
- experimental design
- field observation
- biological interpretation
- research integrity
AI skills to develop
- label data consistently
- check sampling bias
- interpret model uncertainty
- reproduce analyses
What this career does
Studies crop, soil, and plant systems to improve production and environmental outcomes.
Typical preparation
Bachelor’s degree is the typical entry pathway; research roles may require graduate study.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Agricultural TechnicianEmergingUse image or sensor analytics to prioritize samples and field checks.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Emerging
- AugmentationUse image or sensor analytics to prioritize samples and field checks.Evidence: USDA NIFA: Artificial Intelligence
Potential or future application
- Partial automationAutomate routine classification while technicians verify anomalies, calibrate instruments, and maintain records.Evidence: USDA NIFA: Artificial Intelligence
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- sampling discipline
- instrument calibration
- field troubleshooting
- record quality
AI skills to develop
- detect sensor drift
- verify classifications
- maintain data lineage
- escalate anomalies
What this career does
Collects and tests agricultural samples, maintains instruments, and supports production or research.
Typical preparation
Associate’s degree is a common entry pathway; requirements vary by setting.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Farmer, Rancher or Agricultural ManagerUsed today in some workplacesCheck crop-versus-weed detection and application results on AI-equipped sprayers.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationUse machine-learning crop-versus-weed detection on equipped sprayers to target herbicide applications; farmers select settings and check field results.Evidence: John Deere: See & Spray deployment
Emerging
- AugmentationMSU Extension announced funding for AI to Answers on September 21, 2026, to support AI-focused marketing training for agricultural entrepreneurs and Extension professionals. This is an announced initiative; check availability with the provider.Evidence: MSU Extension: AI to Answers funding announcement, September 21, 2026
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: combine validated field observations and farm records to compare input and maintenance options before making a production decision.Evidence: John Deere: See & Spray deployment
Human skills that remain critical
- crop and animal knowledge
- field observation
- business judgment
- stewardship
AI skills to develop
- check image classifications
- compare field conditions
- validate recommendations
- protect farm records
What this career does
Plans and manages crop or livestock production, people, equipment, inputs, and farm-business decisions.
Typical preparation
Practical agricultural experience is essential; technical education and business training can support farm management.
Mississippi employment, wage, and outlook
Coverage: OEWS counts covered wage-and-salary jobs and excludes self-employed workers and most farm establishments. This employment estimate does not represent all Mississippi farmers. Projections have a broader scope; do not compare the counts as a time series. BLS: wage survey coverage and exclusions
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Agricultural Equipment OperatorUsed today in some workplacesOperate AI-equipped sprayers while checking calibration, field conditions, and results.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationOperate equipped sprayers that distinguish crops from weeds with machine learning and activate targeted nozzles; check calibration, field conditions, and application results.Evidence: John Deere: See & Spray deployment
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: supervise more equipment functions with AI assistance while retaining responsibility for boundaries, people, and equipment condition.Evidence: John Deere: See & Spray deployment
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- machine operation
- field awareness
- application accuracy
- safe maintenance
AI skills to develop
- calibrate cameras
- check missed weeds
- interpret alerts
- verify application records
What this career does
Operates machinery used to plant, cultivate, spray, harvest, and handle agricultural products.
Typical preparation
Equipment-specific training and supervised field experience; pesticide application credentials may apply.
Mississippi employment, wage, and outlook
Coverage: OEWS excludes most agricultural establishments and self-employed workers. These estimates describe covered jobs, not the full farm or aquaculture workforce. BLS: wage survey coverage and exclusions
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Farm Equipment Mechanic or Service TechnicianEmergingTroubleshoot cameras, computing hardware, and calibration as farm machines gain AI capabilities.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationAs farm machines gain AI vision and autonomy, technicians need to troubleshoot cameras, computing hardware, calibration, and conventional mechanical systems together.Evidence: John Deere: cameras, edge computing, and machine learning
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: compare verified service history and machine measurements to prioritize checks; validate the cause before replacing parts.Evidence: John Deere: cameras, edge computing, and machine learning
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- mechanical diagnosis
- electrical testing
- safe repair
- customer communication
AI skills to develop
- check sensor faults
- verify model outputs
- maintain calibration
- document repairs
What this career does
Diagnoses, services, and repairs tractors, harvesters, sprayers, and other farm machinery.
Typical preparation
Technical training and supervised repair experience; manufacturer training may be required for specialized systems.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Livestock or Aquaculture FarmworkerEmergingMSU research explores animal imaging and catfish-vaccine AI; routine farmworker use is not established.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationMSU agricultural research uses AI in animal imaging and catfish-vaccine development. These are research examples, not proof of routine farmworker deployment.Evidence: MSU: agricultural AI research, Mississippi LandMarks, pages 4–7
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: use validated image or sensor analysis to flag conditions for closer inspection; workers verify animal welfare and production conditions.Evidence: MSU: agricultural AI research, Mississippi LandMarks, pages 4–7
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- animal observation
- biosecurity
- feeding discipline
- equipment care
AI skills to develop
- check data quality
- recognize false alerts
- compare outputs with observation
- record conditions
What this career does
Feeds, observes, handles, and cares for farm, ranch, or aquaculture animals and maintains their environment.
Typical preparation
Supervised practical training; animal care, biosecurity, and equipment skills vary by operation.
Mississippi employment, wage, and outlook
Coverage: OEWS excludes most agricultural establishments and self-employed workers. These estimates describe covered jobs, not the full farm or aquaculture workforce. BLS: wage survey coverage and exclusions
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Logging Equipment OperatorEmergingMSU research explores AI against illegal logging; logging-operator use is not established.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationMSU research uses AI to combat illegal logging. That illustrates an emerging forestry application, not established use by logging equipment operators.Evidence: MSU: agricultural AI research, Mississippi LandMarks, pages 4–7
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: combine verified forest imagery and site information to plan checks and identify areas needing human inspection.Evidence: MSU: agricultural AI research, Mississippi LandMarks, pages 4–7
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- terrain judgment
- machine handling
- crew coordination
- environmental care
AI skills to develop
- verify map classifications
- check alert limits
- protect site data
- document exceptions
What this career does
Operates machinery that cuts, moves, and loads timber while following safety and site requirements.
Typical preparation
Supervised logging-equipment training and safety instruction; requirements vary by operation.
2026 ecosystem priority: 4, 6 and 7
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Commercial Pilot: Agricultural Aerial ApplicatorPotential applicationCould use validated crop imagery to plan applications; the pilot verifies maps and flight safety.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: use validated crop imagery to help plan where application is needed. The pilot independently verifies maps, weather, legal requirements, and flight safety; AI does not authorize a mission.Evidence: USDA NIFA: Artificial Intelligence
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- flight judgment
- weather assessment
- application safety
- boundary awareness
AI skills to develop
- verify field maps
- check data currency
- understand model limits
- retain operational control
What this career does
Flies agricultural application missions while managing aircraft, weather, field boundaries, and application safety.
Typical preparation
Commercial pilot credentials and specialized agricultural flight and application training; applicable aviation and pesticide requirements apply.
2026 ecosystem priority: 1 and 3
Mississippi employment, wage, and outlook
Coverage: Labor figures are for all commercial pilots in Mississippi, not agricultural aerial applicators alone. This profile describes an agricultural specialization within SOC 53-2012. BLS: wage survey coverage and exclusions
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Construction, Energy & Infrastructure
Mississippi priority trades and infrastructure roles can benefit from better planning and asset information without reducing safety-critical judgment.
Sector evidence and context
AI-use evidence: U.S. Department of Energy: AI for Energy; NIST Building Digitization and Semantic Interoperability; NHS National Rehabilitation Centre: AI construction progress tracking; Engineering News-Record: AI-assisted electrical work on school projects; National Grid: AI-assisted drone inspection operations
Construction ManagerUsed today in some workplacesCompare AI site-progress reports with building models and schedules where deployed.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationReview AI comparisons of site imagery with building models and schedules to identify incomplete work or delays and plan corrective action, where these systems are deployed.Evidence: NHS National Rehabilitation Centre: AI construction progress tracking; Sir Robert McAlpine: Buildots at the NRC
Potential or future application
- AI-enabled workMaintain digital representations that connect design, progress, and operations data across the asset lifecycle.Evidence: NIST Building Digitization and Semantic Interoperability
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- site leadership
- contract judgment
- safety accountability
- stakeholder coordination
AI skills to develop
- verify source documents
- review schedule assumptions
- protect project data
- document decisions
What this career does
Plans, coordinates, budgets, and supervises construction projects from start to finish.
Typical preparation
Bachelor’s degree is typical, usually combined with construction experience.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
ElectricianUsed today in some workplacesUse contractor-refined, AI-generated conduit-routing drawings in deployed fabrication workflows.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationFabricate conduit assemblies from AI-generated routing drawings that the electrical contractor refines before shop production, where these workflows are deployed.Evidence: Engineering News-Record: AI-assisted electrical work on school projects; Augmenta: C&R Electric conduit case study
Emerging
- AugmentationUse approved assistants to retrieve code or manual information and interpret sensor histories before hands-on diagnosis.Evidence: U.S. Department of Energy: AI for Energy; NIST Building Digitization and Semantic Interoperability
Potential or future application
- AI-enabled workReceive prioritized inspection recommendations from connected building or grid systems while retaining electrical safety procedures.Evidence: U.S. Department of Energy: AI for Energy
Human skills that remain critical
- code compliance
- hands-on troubleshooting
- hazard recognition
- craft precision
AI skills to develop
- verify generated instructions
- interpret sensor context
- use approved tools
- never bypass safety procedures
What this career does
Installs, maintains, and repairs electrical power, communications, lighting, and control systems.
Typical preparation
High school diploma or equivalent followed by apprenticeship is typical; licensing applies.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Electrical Power-Line Installer or RepairerUsed today in some workplacesUtility AI drone analysis informs maintenance planning; lineworkers perform specialist field checks.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationIn deployed utility programs, AI-assisted analysis of drone data on towers and conductors informs maintenance planning; lineworkers carry out specialist field inspection, maintenance, and repair.Evidence: National Grid: AI-assisted drone inspection operations
Potential or future application
- AI-enabled workCombine outage, weather, and asset-condition data to support restoration planning under utility command structures.Evidence: U.S. Department of Energy: AI for Energy
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- high-voltage safety
- field repair
- crew coordination
- storm response judgment
AI skills to develop
- interpret risk scores
- validate field conditions
- report model misses
- maintain reliable communications
What this career does
Installs and repairs electrical power distribution and transmission systems.
Typical preparation
High school diploma or equivalent with long-term on-the-job training is typical.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Plumber, Pipefitter or SteamfitterUsed today in some workplacesReceive AI-organized service requests and appointments in equipped plumbing businesses.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn plumbing businesses with deployed AI call tools, receive appointment and service-request information organized by an AI assistant; people handle exceptions and perform the repair.Evidence: ServiceTitan: Superior Plumbing AI call-center deployment
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: draft a job summary from verified measurements and notes, then check materials, code requirements, and cost before sharing.Evidence: ServiceTitan: Superior Plumbing AI call-center deployment
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- installation skill
- leak diagnosis
- code knowledge
- customer communication
AI skills to develop
- check suggested steps
- protect customer details
- verify estimates
- recognize unsafe advice
What this career does
Installs and repairs water, drainage, steam, and process-piping systems.
Typical preparation
Apprenticeship or technical training is common; licensing and requirements vary by work and jurisdiction.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
HVAC and Refrigeration TechnicianUsed today in some workplacesReview building AI insights, then confirm equipment faults through inspection and testing.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn buildings using AI management tools such as Trane ARIA, review system insights and maintenance recommendations; confirm faults through inspection and testing.Evidence: Trane: ARIA building management AI
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: combine service history and verified sensor data to prioritize maintenance before equipment failure.Evidence: Trane: ARIA building management AI
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- electrical diagnosis
- refrigerant handling
- safe isolation
- customer explanation
AI skills to develop
- verify fault recommendations
- compare sensor readings
- check equipment documentation
- protect building data
What this career does
Installs, maintains, diagnoses, and repairs heating, cooling, ventilation, and refrigeration equipment.
Typical preparation
Technical training plus supervised experience is common; refrigerant certification and licensing may apply.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
CarpenterEmergingCheck AI construction-progress reports against the actual installed work.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationAI-assisted construction progress tracking can provide information about installed work; applying it to carpentry requires checking the report against the actual site.Evidence: NHS National Rehabilitation Centre: AI construction progress tracking
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: compare framing progress with plans and flag discrepancies for carpenter verification.Evidence: NHS National Rehabilitation Centre: AI construction progress tracking
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- measurement
- plan reading
- joinery
- jobsite safety
AI skills to develop
- check plan interpretation
- verify quantities
- document installed work
- spot image errors
What this career does
Builds, installs, and repairs structures and fixtures using wood and other materials.
Typical preparation
Apprenticeship, technical education, or supervised on-the-job training are common pathways.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Heavy Construction Equipment OperatorUsed today in some workplacesUse machine-learning obstacle alerts on equipped machines while retaining control of safe movement.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationOn equipped construction machines, use machine-learning obstacle alerts to supplement awareness of people and objects; the operator remains responsible for safe movement.Evidence: John Deere: cameras, edge computing, and machine learning
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: combine verified site information and machine observations to plan movements with less rework.Evidence: John Deere: cameras, edge computing, and machine learning
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- machine control
- site awareness
- grade judgment
- safe communication
AI skills to develop
- understand alert limits
- check camera visibility
- verify site conditions
- report missed hazards
What this career does
Operates equipment that moves earth and materials and prepares construction sites.
Typical preparation
Supervised equipment training, apprenticeship, or technical education; endorsements vary by equipment and road use.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Water and Wastewater Treatment OperatorPotential applicationCould use AI to flag water-quality anomalies; operators verify data and authorize changes.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: analyze historical and real-time measurements to help flag water-quality anomalies or recommend pump settings; operators verify the data and authorize safe changes.Evidence: EPA: AI opportunities and risks for water systems, section 5
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- sampling accuracy
- process judgment
- equipment troubleshooting
- public-health responsibility
AI skills to develop
- verify sensor quality
- check unusual readings
- review model assumptions
- maintain manual procedures
What this career does
Operates and monitors treatment equipment and checks water quality and process performance.
Typical preparation
Technical instruction and supervised experience; state operator certification requirements depend on the system and role.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Transportation & Logistics
Mississippi freight, ports, warehousing, and trucking make planning and operations roles highly relevant, while automation claims require careful labeling.
Sector evidence and context
AI-use evidence: U.S. DOT National Freight Strategic Plan, 2026; GAO-24-106498: Automation at U.S. Ports
LogisticianUsed today in some workplacesReview AI-enabled demand, inventory, routing, or exception analytics where deployed.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationUse demand, inventory, route, or exception analytics in organizations that have deployed AI-enabled planning systems.Evidence: U.S. DOT National Freight Strategic Plan, 2026
Emerging
- Partial automationGenerate schedule or replenishment options while the logistician sets constraints and manages exceptions.Evidence: U.S. DOT National Freight Strategic Plan, 2026
Potential or future application
- AI-enabled workCoordinate across carriers and facilities using shared predictive views, subject to data quality and commercial controls.Evidence: U.S. DOT National Freight Strategic Plan, 2026
Human skills that remain critical
- tradeoff judgment
- supplier coordination
- exception management
- systems thinking
AI skills to develop
- validate demand signals
- set operational constraints
- stress-test recommendations
- monitor service impacts
What this career does
Analyzes and coordinates an organization’s supply chain from acquisition through delivery.
Typical preparation
Bachelor’s degree is the typical entry pathway.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Transportation, Storage, or Distribution ManagerUsed today in some workplacesReview deployed AI recommendations for routes, staffing, or inventory placement.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationReview system recommendations for routing, staffing, inventory placement, or congestion response where deployed.Evidence: U.S. DOT National Freight Strategic Plan, 2026
Emerging
- AI-enabled workCombine equipment, gate, weather, and shipment data to focus management attention on exceptions.Evidence: U.S. DOT National Freight Strategic Plan, 2026; GAO-24-106498: Automation at U.S. Ports
Potential or future application
- Partial automationAutomate routine dispatch adjustments within manager-set safety, labor, and customer constraints.Evidence: GAO-24-106498: Automation at U.S. Ports
Human skills that remain critical
- operational leadership
- regulatory compliance
- labor coordination
- incident response
AI skills to develop
- set escalation rules
- audit decisions
- recognize data gaps
- balance efficiency with safety
What this career does
Plans and directs transportation, storage, or distribution operations and compliance.
Typical preparation
High school diploma or equivalent plus related experience is typical; some employers prefer a degree.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Heavy and Tractor-Trailer Truck DriverUsed today in some workplacesUse routing, safety, or maintenance alerts in fleets with AI-enabled systems.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationUse routing, safety, or maintenance alerts in fleets that have adopted AI-enabled systems.Evidence: U.S. DOT National Freight Strategic Plan, 2026
Emerging
- Partial automationReceive automated assistance with lane-keeping, braking, or dispatch tasks while remaining responsible for vehicle operation under applicable rules.Evidence: U.S. DOT National Freight Strategic Plan, 2026
Potential or future application
- AI-enabled workShift some long-haul workflows toward supervised automation; deployment timing, operating domains, and job effects remain uncertain.Evidence: U.S. DOT National Freight Strategic Plan, 2026
Human skills that remain critical
- defensive driving
- inspection
- load security
- real-time hazard judgment
AI skills to develop
- understand driver-assist limits
- respond to handoff alerts
- report system faults
- protect electronic records
What this career does
Transports goods over intercity routes and completes inspections, records, and secure delivery.
Typical preparation
Postsecondary nondegree truck-driving training and a commercial driver’s license are typical.
2026 statewide targeted priority
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Diesel Mechanic or Service TechnicianPotential applicationCould use verified engine and service data to prioritize inspections; a scenario, not a deployment claim.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: apply AI-based maintenance analysis to verified engine and service data to prioritize inspections. This is a MAIN scenario informed by industrial predictive-maintenance evidence, not a diesel-specific deployment claim.Evidence: NIST MEP: The Rise of AI in U.S. Manufacturing
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- fault diagnosis
- electrical testing
- safe lifting
- repair verification
AI skills to develop
- check maintenance predictions
- validate sensor readings
- verify service instructions
- record uncertainty
What this career does
Diagnoses and repairs diesel engines and related vehicle systems.
Typical preparation
Technical education and supervised repair experience; certifications and manufacturer training may support progression.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Automotive Service Technician or MechanicPotential applicationCould organize fault codes into a checklist, then verify it with instructions and physical tests.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: organize fault codes and verified service notes into a diagnostic checklist, then confirm each step against manufacturer instructions and physical tests.Evidence: NIST AI Risk Management Framework
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- diagnostic reasoning
- manual inspection
- electrical testing
- customer explanation
AI skills to develop
- verify generated guidance
- check diagnostic context
- protect customer data
- document measurements
What this career does
Inspects, maintains, diagnoses, and repairs cars and light trucks.
Typical preparation
Technical training and supervised experience; certification and specialized vehicle-system training are common.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Business & Finance
These roles exist across every sector and provide clear examples of AI changing information work without removing professional responsibility.
Sector evidence and context
AI-use evidence: AICPA & CIMA: AI in Accounting and Finance
Accountant or AuditorUsed today in some workplacesSummarize documents or flag unusual transactions in approved accounting workflows.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationSummarize documents, identify unusual transactions, or support research in approved accounting workflows; adoption is uneven.Evidence: AICPA & CIMA: AI in Accounting and Finance
Emerging
- Partial automationDraft reconciliations, workpapers, or narrative explanations for professional review.Evidence: AICPA & CIMA: AI in Accounting and Finance
Potential or future application
- AI-enabled workContinuously monitor selected controls while accountants investigate exceptions and own conclusions.Evidence: AICPA & CIMA: AI in Accounting and Finance
Human skills that remain critical
- professional skepticism
- standards knowledge
- client communication
- accountability
AI skills to develop
- verify citations and calculations
- protect confidential data
- document prompts and review
- test for bias or missing context
What this career does
Prepares and examines financial records, tests controls, and explains financial information.
Typical preparation
Bachelor’s degree is the typical entry pathway; certification may improve prospects.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Bookkeeping, Accounting, or Auditing ClerkUsed today in some workplacesExtract invoice fields or classify transactions in systems with AI capabilities.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- Partial automationClassify transactions, extract invoice fields, or match records in systems that include AI capabilities.Evidence: AICPA & CIMA: AI in Accounting and Finance
Emerging
- AugmentationPrioritize exceptions and draft follow-up notes for clerk review.Evidence: AICPA & CIMA: AI in Accounting and Finance
Potential or future application
- AI-enabled workMove more time from data entry toward exception resolution, controls, and customer or vendor coordination.Evidence: AICPA & CIMA: AI in Accounting and Finance
Human skills that remain critical
- accuracy
- reconciliation judgment
- confidentiality
- follow-through
AI skills to develop
- verify extracted fields
- resolve exceptions
- maintain audit trails
- recognize duplicate or anomalous entries
What this career does
Records financial transactions, reconciles accounts, and checks records for accuracy.
Typical preparation
Some college coursework is typical; requirements vary by employer.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Project Management SpecialistUsed today in some workplacesSummarize meetings and draft action items in approved AI tools.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationSummarize meetings, organize action items, or draft status updates in approved tools.Evidence: PMI: Benefits of Adopting Generative AI for Project Management
Emerging
- AI-enabled workSurface schedule, budget, resource, or dependency risks from project records for specialist review.Evidence: PMI: Benefits of Adopting Generative AI for Project Management
Potential or future application
- Partial automationGenerate scenario plans while people negotiate priorities, manage stakeholders, and authorize changes.Evidence: PMI: Benefits of Adopting Generative AI for Project Management
Human skills that remain critical
- stakeholder alignment
- negotiation
- contextual judgment
- change leadership
AI skills to develop
- structure reliable project data
- verify summaries
- test scenarios
- separate suggestions from commitments
What this career does
Coordinates schedules, budgets, resources, risks, and stakeholder communication for projects.
Typical preparation
Bachelor’s degree is the typical entry pathway; experience and credentials vary by field.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Education & Career Support
Education is central to MAIN’s mission, and AI guidance must preserve educator judgment, privacy, and equitable access.
Sector evidence and context
AI-use evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Elementary School TeacherUsed today in some workplacesDraft differentiated materials or family messages where district policy permits AI.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationDraft differentiated materials, examples, or family communications in districts that permit approved AI tools.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Emerging
- AI-enabled workUse tutor or feedback systems under educator supervision, with evidence of instructional value and local privacy safeguards.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Potential or future application
- Partial automationAutomate selected administrative tasks while teachers retain instructional and student-support decisions.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Human skills that remain critical
- pedagogy
- classroom relationships
- developmental judgment
- family communication
AI skills to develop
- check age appropriateness
- protect student data
- verify accuracy and bias
- teach responsible use
What this career does
Plans instruction, teaches foundational subjects, assesses learning, and supports student development.
Typical preparation
Bachelor’s degree and state certification or licensure are typical for public schools.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Secondary School TeacherUsed today in some workplacesDraft lesson variants, rubrics, or practice activities where local policy permits AI.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationDraft lesson variants, examples, rubrics, or practice activities when local policy allows.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Emerging
- AI-enabled workGuide students in evaluating AI-generated information and using tools responsibly within a discipline.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Potential or future application
- Partial automationProvide preliminary feedback on selected assignments while teachers make grading and learning decisions.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Human skills that remain critical
- subject expertise
- student motivation
- assessment judgment
- classroom leadership
AI skills to develop
- design AI-resilient assessment
- verify generated content
- teach source evaluation
- apply district policy
What this career does
Teaches subject-area content, assesses learning, and prepares students for further education or work.
Typical preparation
Bachelor’s degree and state certification or licensure are typical for public schools.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Educational, Guidance, or Career Counselor and AdvisorUsed today in some workplacesReview AI-organized career information and draft resource summaries in approved tools.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationUse approved tools to organize occupational information or draft resource summaries for counselor review.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Emerging
- AI-enabled workHelp clients compare pathways using personalized but explainable recommendations.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Potential or future application
- Partial automationAutomate routine information retrieval while counselors focus on motivation, barriers, and high-stakes choices.Evidence: U.S. Department of Education AI Guidance, 2025; U.S. Department of Education Responsible Education Technology Guidance, 2026
Human skills that remain critical
- active listening
- trust
- contextual guidance
- crisis and referral judgment
AI skills to develop
- verify pathway data
- explain recommendation limits
- protect student records
- detect narrowing or bias
What this career does
Helps students and clients understand education, career, and personal-development options.
Typical preparation
Master’s degree is typical for school counselors; licensing requirements vary by role.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Information Technology & Cybersecurity
These are both AI-adjacent occupations and enabling functions for every other sector; the distinction between using AI and building AI should remain explicit.
Sector evidence and context
AI-use evidence: NIST IR 8596 Preliminary Draft: Cyber AI Profile; NIST AI Risk Management Framework; DORA: State of AI-assisted Software Development 2025; DBS Annual Report 2024: JIRA Assist for analysts and testers
Information Security AnalystUsed today in some workplacesPrioritize alerts and summarize threat information in security tools with AI capabilities.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationPrioritize alerts, analyze behavior, or summarize threat information in security tools that include AI capabilities.Evidence: NIST IR 8596 Preliminary Draft: Cyber AI Profile
Emerging
- AI-enabled workEvaluate AI-specific threats and secure AI system components using evolving risk guidance.Evidence: NIST IR 8596 Preliminary Draft: Cyber AI Profile
Potential or future application
- Partial automationAutomate low-risk response steps within analyst-approved playbooks and escalation controls.Evidence: NIST IR 8596 Preliminary Draft: Cyber AI Profile
Human skills that remain critical
- adversarial thinking
- incident judgment
- communication
- risk accountability
AI skills to develop
- test false positives
- detect prompt and model attacks
- secure AI data flows
- document human approval
What this career does
Monitors systems, investigates threats, and designs controls to protect information and operations.
Typical preparation
Bachelor’s degree is typical; relevant experience and certifications often matter.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Computer Systems AnalystUsed today in some workplacesRefine requirements, user stories, and test cases with deployed generative-AI assistance.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationPrepare and refine user stories, acceptance criteria, and test cases from requirements with generative-AI assistance, where these tools are deployed.Evidence: DBS Annual Report 2024: JIRA Assist for analysts and testers; DBS Annual Report 2025: GenAI in technology workflows
Emerging
- AI-enabled workMap AI-supported tasks, data, human roles, controls, and exception handling into an organization’s systems and requirements.Evidence: NIST AI Risk Management Framework
Potential or future application
- Partial automationGenerate candidate system configurations while analysts validate business fit, security, integration, and accountability.Evidence: NIST AI Risk Management Framework
Human skills that remain critical
- requirements discovery
- process design
- stakeholder translation
- systems judgment
AI skills to develop
- select appropriate use cases
- map data and controls
- evaluate failure modes
- measure outcomes
What this career does
Studies business and technical needs and designs improvements to information systems.
Typical preparation
Bachelor’s degree is the typical entry pathway; domain knowledge can be important.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Software DeveloperUsed today in some workplacesReview AI-generated code, tests, and documentation in approved environments.
AI tasks and evidence
These examples describe tasks and tools. They do not predict that AI will replace the occupation.
Used today in some workplaces
- AugmentationGenerate or explain code, tests, and documentation with developer review in approved environments.Evidence: DORA: State of AI-assisted Software Development 2025
Emerging
- AI-enabled workBuild applications that combine models, retrieval, safeguards, monitoring, and human review.Evidence: DORA: State of AI-assisted Software Development 2025; NIST AI Risk Management Framework
Potential or future application
- Partial automationAutomate larger implementation slices while developers retain architecture, verification, security, and product responsibility.Evidence: DORA: State of AI-assisted Software Development 2025; NIST IR 8596 Preliminary Draft: Cyber AI Profile
Human skills that remain critical
- architecture
- debugging
- product reasoning
- security responsibility
AI skills to develop
- review generated code
- test model behavior
- protect secrets and source
- monitor reliability and abuse
What this career does
Designs, builds, tests, and maintains software applications and systems.
Typical preparation
Bachelor’s degree is the typical entry pathway.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 wage estimates, released June 2026 and MDES 2024–2034 projections. Employment estimates and projection base counts come from different programs and should not be compared as a time series. Wages are estimates, not starting salary promises.
Telecommunications Equipment TechnicianUsed today in some workplacesVerify field faults prioritized by AI operations platforms in equipped networks.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn networks using AI operations platforms, act on prioritized fault and field-operation information; technicians verify connections, equipment, and local conditions.Evidence: Ericsson: AI for network and field operations
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: combine verified test results and service records to narrow a fault before a site visit.Evidence: Ericsson: AI for network and field operations
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- connection testing
- fault isolation
- safe installation
- service communication
AI skills to develop
- verify alerts
- check network context
- review automated changes
- protect access credentials
What this career does
Installs, maintains, and repairs communications equipment and network connections.
Typical preparation
Technical training and supervised field experience; employer credentials vary by equipment and role.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Hospitality, Restaurants & Tourism
Food service and visitor experiences combine practical service work with planning, inventory, and customer communication.
Sector evidence and context
AI-use evidence: National Restaurant Association: AI for restaurant operations
Food Service ManagerUsed today in some workplacesCheck AI demand and inventory recommendations against actual restaurant operations.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn restaurants using AI operations tools, review demand, inventory, or service information to support planning; managers check recommendations against actual operations.Evidence: National Restaurant Association: AI for restaurant operations
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: compare demand scenarios before changing purchasing and staffing, while preserving food-safety and labor requirements.Evidence: National Restaurant Association: AI for restaurant operations
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- food safety
- staff coordination
- cost control
- customer care
AI skills to develop
- verify forecasts
- check inventory data
- review generated schedules
- protect customer information
What this career does
Coordinates restaurant operations, staffing, purchasing, customer service, and food-safety practices.
Typical preparation
Food-service experience and management training; food-safety credentials may apply.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Restaurant CookEmergingAI demand and inventory planning can inform preparation; kitchen-specific use requires verification.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationAI-supported restaurant inventory and demand planning can inform kitchen preparation. Kitchen-specific deployment and its fit with the menu require verification.Evidence: National Restaurant Association: AI for restaurant operations
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: use verified demand and stock information to suggest preparation quantities; cooks check allergens, food safety, and actual ingredients.Evidence: National Restaurant Association: AI for restaurant operations
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- food handling
- temperature control
- timing
- taste and quality
AI skills to develop
- verify ingredient information
- check quantities
- recognize unsafe substitutions
- review forecasts
What this career does
Prepares and cooks food while maintaining quality, timing, sanitation, and safe handling.
Typical preparation
Practical kitchen training, supervised experience, or culinary education.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Hotel or Resort Desk ClerkPotential applicationCould review AI-drafted guest answers against approved policies and current local facts.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: summarize approved hotel policies or draft answers to routine guest questions for staff review. This service scenario requires checking availability, accessibility, and local facts.Evidence: NIST AI Risk Management Framework
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- guest care
- accurate reservations
- local knowledge
- problem resolution
AI skills to develop
- verify guest information
- check translations
- protect personal data
- escalate service problems
What this career does
Welcomes guests, manages reservations and check-in information, and resolves routine service questions.
Typical preparation
Customer-service training and supervised work with reservation systems.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Retail, Wholesale & Customer Service
Sales floors, distribution businesses, and service desks use information tools alongside product knowledge and customer care.
Sector evidence and context
AI-use evidence: Walmart: AI tools for frontline associates
Retail SalespersonUsed today in some workplacesUse frontline AI task guidance or translation at retailers deploying these tools.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationAt retailers deploying frontline AI tools, use AI-assisted task guidance or translation to support store work and customer service.Evidence: Walmart: AI tools for frontline associates
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: organize verified product and stock information into a comparison that a salesperson checks with the customer.Evidence: Walmart: AI tools for frontline associates
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- product knowledge
- customer listening
- clear explanation
- service judgment
AI skills to develop
- check product facts
- verify translations
- recognize wrong recommendations
- protect customer data
What this career does
Helps customers find products and understand options, availability, and store services.
Typical preparation
Product knowledge and supervised sales and service training.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Customer Service RepresentativeUsed today in some workplacesHandle exceptions and escalations after AI routine-call booking in a documented plumbing deployment.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn a documented plumbing call-center deployment, AI handles routine calls and appointment booking; service staff handle escalations and exceptions.Evidence: ServiceTitan: Superior Plumbing AI call-center deployment
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: summarize verified interaction history to help a representative resolve a complex request.Evidence: ServiceTitan: Superior Plumbing AI call-center deployment
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- active listening
- policy knowledge
- de-escalation
- accurate records
AI skills to develop
- verify suggested replies
- recognize escalation needs
- protect customer details
- check summaries
What this career does
Answers questions, records service requests, and helps resolve customer problems.
Typical preparation
Supervised product, policy, communication, and service-system training.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Legal Services
Legal work can use AI for document review and drafting with attorney supervision, verification, and confidentiality controls.
Sector evidence and context
AI-use evidence: American Bar Association: Formal Opinion 512 on generative AI
Paralegal or Legal AssistantUsed today in some workplacesAssist with AI-supported document review and drafting under attorney supervision and verification.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn legal practices using AI, assist with document review, research, or draft preparation under attorney supervision and independent verification.Evidence: American Bar Association: Formal Opinion 512 on generative AI
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: organize a proposed case chronology from authorized records, then check every date and fact against the originals.Evidence: American Bar Association: Formal Opinion 512 on generative AI
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- source checking
- confidentiality
- document organization
- professional communication
AI skills to develop
- verify citations
- check generated summaries
- protect privileged information
- retain attorney review
What this career does
Organizes case information, conducts research, and supports legal work under attorney supervision.
Typical preparation
Paralegal education and supervised legal experience; employer requirements vary.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Arts, Media & Design
Creative professionals use AI tools to explore concepts while retaining responsibility for communication, originality, rights, and final quality.
Sector evidence and context
AI-use evidence: Adobe: Firefly creative tools
Graphic DesignerUsed today in some workplacesExplore AI-generated concepts and edits while checking accuracy, rights, and accessibility.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationUse available generative design tools to explore visual concepts and image edits; designers verify accuracy, rights, accessibility, and final communication.Evidence: Adobe: Firefly creative tools
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: compare campaign concepts generated from approved assets and a verified brief, with designer selection and editing.Evidence: Adobe: Firefly creative tools
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- visual judgment
- typography
- client interpretation
- rights awareness
AI skills to develop
- check image accuracy
- document provenance
- review licensing
- edit generated concepts
What this career does
Creates visual communication for print, digital media, brands, and public information.
Typical preparation
Design education or equivalent demonstrated skills and portfolio experience.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Real Estate & Property Services
Property work combines local knowledge, client relationships, and accurate information with AI-assisted content and analysis.
Sector evidence and context
AI-use evidence: National Association of REALTORS: 2026 Technology Report
Real Estate Sales AgentUsed today in some workplacesDraft listing descriptions with AI, then verify facts and required disclosures.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationDraft listing descriptions or client messages with AI, an application reported in NAR’s technology survey; agents verify facts and required disclosures.Evidence: National Association of REALTORS: 2026 Technology Report
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: compare verified property information to prepare client questions, with agent review and no automated eligibility decisions.Evidence: National Association of REALTORS: 2026 Technology Report
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- local knowledge
- negotiation
- disclosure accuracy
- client advocacy
AI skills to develop
- verify property facts
- check generated copy
- detect biased language
- protect client information
What this career does
Helps clients buy, sell, or rent property using verified information, local knowledge, and required disclosures.
Typical preparation
State-required education and licensing; ongoing professional training and market knowledge.
Mississippi employment, wage, and outlook
Coverage: OEWS excludes self-employed agents. Covered employment and mean wages do not describe the full real-estate workforce or predict commission income. BLS: wage survey coverage and exclusions
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Social & Community Services
AI can support paperwork and resource research while people remain responsible for relationships, assessment, privacy, and referrals.
Sector evidence and context
AI-use evidence: NASW: national social-work AI survey
Government & Public Safety
Public employees need accurate information and accountable decisions. Federal AI use provides examples; it does not establish Mississippi agency adoption.
Sector evidence and context
AI-use evidence: OPM: AI deployment and workforce compliance plan; NHTSA: EMS Agenda 2050 future vision
Information or Records Clerk: Public ServiceEmergingFederal knowledge-worker AI offers a related example; Mississippi agency adoption is not established.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationFederal OPM reports providing AI assistants to knowledge workers. In authorized public-office settings, staff may use them to draft or summarize information; this does not establish Mississippi agency deployment.Evidence: OPM: AI deployment and workforce compliance plan
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: draft a plain-language explanation from current approved agency material, with clerk verification and no automated eligibility decision.Evidence: OPM: AI deployment and workforce compliance plan
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- record accuracy
- public communication
- policy interpretation
- confidentiality
AI skills to develop
- verify policy dates
- check generated summaries
- protect restricted records
- retain human decisions
What this career does
Maintains records, answers information requests, and helps people understand agency processes.
Typical preparation
Administrative and records-system training; agency-specific privacy and retention requirements.
Mississippi employment, wage, and outlook
Coverage: Labor figures cover Information and Record Clerks, All Other, across Mississippi industries. They do not measure public-service clerks alone. The federal example supports a related information-work task, not adoption for this precise SOC. BLS: wage survey coverage and exclusions
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
FirefighterPotential applicationCould organize validated scene information for response decisions; a future scenario.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: organize validated scene and medical information to support response decisions. This is a future scenario informed by the EMS Agenda 2050 vision, not evidence of routine firefighter deployment.Evidence: NHTSA: EMS Agenda 2050 future vision
Evidence limits: No occupation-specific current-use claim is made. No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- scene judgment
- team communication
- rescue skill
- physical readiness
AI skills to develop
- verify situational information
- recognize missing data
- check model limits
- retain command accountability
What this career does
Responds to fires and emergencies, protects life and property, and performs prevention and readiness work.
Typical preparation
Fire-service training, physical preparation, and supervised experience; emergency medical credentials may apply.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Personal Services & Grounds Care
Salons and landscaping show how AI can appear in customer consultations, equipment, and everyday small-business work.
Sector evidence and context
AI-use evidence: L’Oreal: 2026 salon diagnostic camera deployment; John Deere: autonomous agriculture, construction, and landscaping machines announced in 2025
Hairstylist or CosmetologistUsed today in some workplacesUse AI camera observations in equipped salons while verifying suitability and professional scope.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Used today in some workplaces
- AugmentationIn salons equipped with AI diagnostic cameras, use hair and scalp observations to support a consultation; the stylist verifies suitability and stays within professional scope.Evidence: L’Oreal: 2026 salon diagnostic camera deployment
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: compare approved style or care options with a client using reviewed images and accurate product information.Evidence: L’Oreal: 2026 salon diagnostic camera deployment
Evidence limits: No separate emerging-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- client consultation
- hands-on technique
- sanitation
- service judgment
AI skills to develop
- verify camera outputs
- explain limitations
- protect client images
- check treatment advice
What this career does
Consults with clients and provides hair and beauty services within professional standards.
Typical preparation
Approved cosmetology education and state licensure; service scope and requirements vary.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Landscaping or Groundskeeping WorkerEmergingManufacturers have announced autonomous mowing; availability and site suitability need verification.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationManufacturers have announced autonomous commercial mowing systems. Availability and site suitability need verification; announcements do not establish widespread deployment.Evidence: John Deere: autonomous agriculture, construction, and landscaping machines announced in 2025
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: supervise AI-assisted mowing or compare verified site observations to plan grounds work, while protecting people, plants, and property.Evidence: John Deere: autonomous agriculture, construction, and landscaping machines announced in 2025
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- plant care
- site awareness
- equipment safety
- customer communication
AI skills to develop
- check boundary maps
- verify obstacle detection
- monitor equipment
- document exceptions
What this career does
Maintains lawns, plants, and outdoor grounds using tools and equipment.
Typical preparation
Supervised grounds-care and equipment training; pesticide credentials may apply.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Mining, Oil & Gas
Resource extraction combines demanding field work with equipment, sensor data, and engineering. Research applications require local validation.
Sector evidence and context
AI-use evidence: DOE: machine learning in fossil-energy research
Rotary Drill Operator: Oil and GasEmergingDOE research explores subsurface machine learning; field use needs validated equipment and procedures.
AI tasks and evidence
Evidence describes specific settings and tools. Adoption varies; professional standards and human verification remain essential.
Emerging
- AugmentationDOE research applies machine learning to subsurface and well-performance models. Translating that research into drill-operator decisions requires validated equipment and procedures.Evidence: DOE: machine learning in fossil-energy research
Potential or future application
MAIN’s possible application, informed by the linked evidence; not a forecast or adoption claim.
- AugmentationPotential: flag unusual equipment or well measurements for a qualified crew to investigate; follow established controls and shutdown procedures.Evidence: DOE: machine learning in fossil-energy research
Evidence limits: No occupation-specific current-use claim is made. The available evidence and its qualifications appear above.
Human skills that remain critical
- equipment control
- hazard recognition
- crew communication
- procedural discipline
AI skills to develop
- verify sensor readings
- recognize model limits
- check recommendations
- retain safe shutdown capability
What this career does
Operates drilling equipment and monitors equipment and well conditions under established procedures.
Typical preparation
Supervised field training, safety instruction, and equipment-specific experience.
Mississippi employment, wage, and outlook
Sources: MDES May 2025 estimates, released June 2026 and MDES 2024–2034 projections. The programs have different methods and coverage. Employment estimates and projection counts are not a time series. Wages are estimates, not starting salary promises.
Put AI to work
Choose a resource for what you want to do next: build skills, practice a task, plan a team workflow, or set responsible-use rules.
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Build foundational skills
Explore free, self-paced AI courses and choose an option that fits your work and experience.
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Practice a suitable task
Adapt a prompting guide for writing, planning, or communication. Review the output and protect confidential information.
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Plan a team workflow
Choose an AI playbook for an available setting, then use its workflows, safeguards, and checks to plan implementation.
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Set responsible-use rules
Use policy guides to clarify acceptable use, information protection, human review, and accountability.
Use the guide or playbook that matches your setting. Prompting practice supports suitable generative AI tasks; equipment operation, technical work, and licensed practice still require the appropriate training and standards.
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How to read and maintain this resource
MAIN curates the AI-task interpretation, durable human and AI skills, and connections to learning resources. Official sources remain authoritative for occupation definitions, wages, projections, licensing, and training availability. National or professional evidence shows that a use exists; it does not prove that every Mississippi employer has adopted it.
Priority designations are checked each January. Labor data are reviewed after MDES’s annual wage release, and AI evidence is reviewed quarterly or when a material authoritative development occurs.
- Mississippi priority occupations
- Mississippi employment and wages
- Mississippi occupational projections
- O*NET tasks and skills
- Mississippi education and training locations
- Free MAIN AI courses
Career expansion and priority check: September 28, 2026. The original 24 profiles retain their August 26 evidence review and August 30 current-use gap review; this expansion does not imply a fresh full audit of every existing claim. New profiles use MDES May 2025 wages, released June 2026, and 2024–2034 projections.
How to read the data: OEWS excludes self-employed workers and most farm establishments. Small covered-job counts do not measure the full agricultural workforce. Read BLS coverage and exclusions.
Priority labels: A statewide targeted label follows the January 2026 list. Ecosystem labels identify regional lists. A missing label does not mean an occupation is absent from every workforce priority list. Occupational titles describe work across industries; specializations such as aerial application use the broader SOC labor figures.
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