All occupations › Farming, fishing & forestryCan AI Replace First-Line Supervisors of Farming, Fishing, and Forestry Workers in 2026? Lower exposure. AI could handle about 36% of today's first-line supervisors of farming, fishing, and forestry workers tasks by 2036, and there is a 16% chance the number of jobs falls by a fifth or more. AI both assists and takes over tasks.
See how not to be replaced
Timeline Year 2030 Chance of 20%+ fewer jobs
10% 2030 · 16% 2036
One person could cover, 2036
1.3 roles
0% 50% 100% 2026 2028 2030 2032 2034 2036 2026: 12% 2027: 13% 2028: 15% 2029: 17% 2030: 20% 2031: 24% 2032: 27% 2033: 30% 2034: 33% 2035: 35% 2036: 36% 20% Share of today's tasks AI can perform 40 80 120 2026 2028 2030 2032 2034 2036 2026: 100 2027: 100 2028: 99 2029: 98 2030: 97 2031: 96 2032: 95 2033: 95 2034: 94 2035: 93 2036: 93 97 Headcount index, 2025 = 100 (dashed line) Your survival map Not every part of your job is at the same risk. Tap a number to see what to do about each task.
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Tap a number on the map or a task below.
1 Assign tasks such as feeding and treatment of animals, and cleaning and maintenance of animal quarters. 2 Monitor workers to ensure that safety regulations are followed, warning or disciplining those who violate safety regulations. 3 Observe animals for signs of illness, injury, or unusual behavior, notifying veterinarians or managers as warranted. 4 Requisition or purchase supplies, such as insecticides, machine parts or lubricants, or tools. 5 Schedule work crews, equipment, or transportation for several different work locations. 6 Perform both supervisory and management functions, such as accounting, marketing, and personnel work. 7 Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped. 8 Read inventory records, customer orders, or shipping schedules to determine required activities. 9 Prepare and maintain time or payroll reports, as well as details of personnel actions, such as performance evaluations, hires, promotions, or disciplinary actions. 10 Communicate with forestry personnel regarding forest harvesting or forest management plans, procedures, or schedules. Lower-risk jobs that use similar skills Your plan Ticks are saved in this browser only.
Try an AI tool on one task you'd normally do by hand: "Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped". Learn one AI tool well enough to show it in an interview, for: "Requisition or purchase supplies, such as insecticides, machine parts or lubricants, or tools". Get visibly better at your human core: "Assign tasks such as feeding and treatment of animals, and cleaning and maintenance of animal quarters". Rewrite the top of your CV around judgment, people and decisions, not routine output. Read about a lower-risk move: Veterinary Assistants and Laboratory Animal Caretakers. Lower-risk jobs with similar tasks Based on 30 O*NET tasks for "First-Line Supervisors of Farming, Fishing, and Forestry Workers" (SOC 45-1011.00). LLM alone: 14% of tasks; with AI tools: 42%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10
