Agriculture & ForestryO*NET: 45-1011.00
Will AI Replace First-Line Supervisors of Farming, Fishing, and Forestry Workers?
Directly supervise and coordinate the activities of agricultural, forestry, aquacultural, and related workers.
28out of 100
Low Risk
AI Risk Score
28/100
Risk Level
Low
Job Zone
3/5
Medium
Total Tasks Analyzed
27
🤖 What AI Can Do
- â–¸Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped.
- â–¸Monitor workers to ensure that safety regulations are followed, warning or disciplining those who violate safety regulations.
- â–¸Observe fish and beds or ponds to detect diseases, monitor fish growth, determine quality of fish, or determine completeness of harvesting.
- â–¸Communicate with forestry personnel regarding forest harvesting or forest management plans, procedures, or schedules.
- â–¸Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements.
- â–¸Schedule work crews, equipment, or transportation for several different work locations.
👤 What Requires Humans
- â–¸Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations.
- â–¸Train workers in spawning, rearing, cultivating, and harvesting methods, and in the use of equipment.
- â–¸Train workers in techniques such as planting, harvesting, weeding, or insect identification and in the use of safety measures.
- â–¸Drive or operate farm machinery, such as trucks, tractors, or self-propelled harvesters, to transport workers or supplies or to cultivate or harvest fields.
- â–¸Inspect buildings, fences, fields or ranges, supplies, and equipment to determine work to be performed.
- â–¸Monitor or oversee construction projects, such as horticultural buildings or irrigation systems.
Task Breakdown
🤖AI Can Automate (9)
- Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped.
- Monitor workers to ensure that safety regulations are followed, warning or disciplining those who violate safety regulations.
- Observe fish and beds or ponds to detect diseases, monitor fish growth, determine quality of fish, or determine completeness of harvesting.
- Communicate with forestry personnel regarding forest harvesting or forest management plans, procedures, or schedules.
- Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements.
- Schedule work crews, equipment, or transportation for several different work locations.
- Read inventory records, customer orders, or shipping schedules to determine required activities.
- Confer with managers to determine production requirements, conditions of equipment and supplies, and work schedules.
- Calculate or monitor budgets for maintenance or development of collections, grounds, or infrastructure.
👤Requires Humans (6)
- Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations.
- Train workers in spawning, rearing, cultivating, and harvesting methods, and in the use of equipment.
- Train workers in techniques such as planting, harvesting, weeding, or insect identification and in the use of safety measures.
- Drive or operate farm machinery, such as trucks, tractors, or self-propelled harvesters, to transport workers or supplies or to cultivate or harvest fields.
- Inspect buildings, fences, fields or ranges, supplies, and equipment to determine work to be performed.
- Monitor or oversee construction projects, such as horticultural buildings or irrigation systems.
âš¡AI-Assisted (12)
- Assign tasks such as feeding and treatment of animals, and cleaning and maintenance of animal quarters.
- Observe animals for signs of illness, injury, or unusual behavior, notifying veterinarians or managers as warranted.
- Treat animal illnesses or injuries, following experience or instructions of veterinarians.
- Confer with managers to evaluate weather or soil conditions, to develop plans or procedures, or to discuss issues such as changes in fertilizers, herbicides, or cultivating techniques.
- Inspect crops, fields, or plant stock to determine conditions and need for cultivating, spraying, weeding, or harvesting.
- Coordinate dismantling, moving, and setting up equipment at new work sites.
- Perform both supervisory and management functions, such as accounting, marketing, and personnel work.
- Transport or arrange for transport of animals, equipment, food, animal feed, and other supplies to and from work sites.
Key Skills Analysis
Critical ThinkingAI-Resistant
Importance: 3.75/5.00
CoordinationAI-Resistant
Importance: 3.75/5.00
Speaking
Importance: 3.62/5.00
Monitoring
Importance: 3.62/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.50/5.00
Time ManagementAI-Resistant
Importance: 3.50/5.00
Management of Personnel ResourcesAI-Resistant
Importance: 3.50/5.00
Active Listening
Importance: 3.38/5.00
Social PerceptivenessAI-Resistant
Importance: 3.38/5.00
InstructingAI-Resistant
Importance: 3.38/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.38/5.00
Learning Strategies
Importance: 3.25/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.25/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.25/5.00
WritingAI-Vulnerable
Importance: 3.12/5.00
Related Occupations
First-Line Supervisors of Production and Operating Workers
34/100 — Low Risk
First-Line Supervisors of Mechanics, Installers, and Repairers
30/100 — Low Risk
First-Line Supervisors of Construction Trades and Extraction Workers
28/100 — Low Risk
First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
27/100 — Low Risk
First-Line Supervisors of Material-Moving Machine and Vehicle Operators
26/100 — Low Risk
Future-Proof Your Career
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Frequently Asked Questions
Based on our analysis, First-Line Supervisors of Farming, Fishing, and Forestry Workers have a low risk of AI replacement with a score of 28/100. This role requires significant human skills like creativity, empathy, and complex decision-making that AI cannot easily replicate.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research