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JOB REPORT / 45-1011 · 30 TASKS

First-Line Supervisors of Farming, Fishing, and Forestry Workers.

Can AI do the work of First-Line Supervisors of Farming, Fishing, and Forestry Workers?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Record the numbers and types of fish or shellfish…
  • Read inventory records, customer orders, or shipping schedules…
  • Prepare and maintain time or payroll reports, as well…

Your free lesson plan builds the skills that keep you ahead of AI.

A free set of short lessons, about 20 minutes each, at your own pace. No payment, no experience needed.

TURN THIS INTO SKILLS YOU CAN PROVE Early access

Earn a certificate in your job

A guided certificate program in AI-assisted First-Line Supervisors of Farming, Fishing, and Forestry Workers work. It covers the 24 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

24 of 30 tasks reviewed

This job has 30 core tasks. We went through 24 of them, one at a time.

Task by task, from the work First-Line Supervisors of Farming, Fishing, and Forestry Workers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped.

    AI DOES

    Organizes records, flags errors, and generates reports from entered data

    YOU DO

    Verify counts in person and confirm data accuracy from direct observation

  2. TASK 02

    Read inventory records, customer orders, or shipping schedules to determine required activities.

    AI DOES

    Reads and organizes records, highlights urgent orders, and flags scheduling conflicts

    YOU DO

    Factor in weather, crew capacity, and field conditions when deciding what to act on

  3. TASK 03

    Prepare and maintain time or payroll reports, as well as details of personnel actions, such as performance evaluations, hires, promotions, or disciplinary actions.

    AI DOES

    Fills in payroll templates, flags missing entries, drafts standard report formats, and summarizes personnel records

    YOU DO

    Judge worker performance and fairness based on real field experience

  4. TASK 04

    Calculate or monitor budgets for maintenance or development of collections, grounds, or infrastructure.

    AI DOES

    Runs budget calculations, flags overspending, and builds tracking spreadsheets

    YOU DO

    Apply hands-on knowledge of actual field conditions and crew realities

  5. TASK 05

    Plan work schedules according to personnel and equipment availability.

    AI DOES

    Drafts schedule options based on crew size, equipment lists, and task priorities

    YOU DO

    Factor in weather, worker strengths, and last-minute field conditions that only a supervisor on-site would know

  6. TASK 06

    Communicate with forestry personnel regarding forest harvesting or forest management plans, procedures, or schedules.

    AI DOES

    Drafts memos, summarizes harvest plans, and organizes schedule documents

    YOU DO

    Keep relationships with your crew and read real conditions that change daily

  7. TASK 07

    Schedule work crews, equipment, or transportation for several different work locations.

    AI DOES

    Drafts crew schedules, flags conflicts, and suggests equipment routing across locations

    YOU DO

    Make final calls based on weather, worker skills, and unexpected field conditions

  8. TASK 08

    Requisition or purchase supplies, such as insecticides, machine parts or lubricants, or tools.

    AI DOES

    Searches suppliers, compares prices, and drafts purchase orders or requisition forms

    YOU DO

    Decide what the farm, crew, or equipment actually needs based on real conditions you've seen

  9. TASK 09

    Perform both supervisory and management functions, such as accounting, marketing, and personnel work.

    AI DOES

    Drafts reports, summarizes finances, and suggests schedules

    YOU DO

    Stay present with your crew and make judgment calls in the field

  10. TASK 10

    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.

    AI DOES

    Summarizes weather forecasts, soil data, and research on fertilizers or cultivation methods before and during planning talks

    YOU DO

    Bring local field knowledge and build trust with managers through face-to-face conversation

  11. TASK 11

    Monitor operations to identify and solve problems, improve work methods, and ensure compliance with safety, company, and government regulations.

    AI DOES

    Generates compliance checklists, flags regulation updates, and summarizes incident reports

    YOU DO

    Walk the site, read the real environment, and make judgment calls on the spot

  12. TASK 12

    Confer with managers to determine production requirements, conditions of equipment and supplies, and work schedules.

    AI DOES

    Drafts meeting agendas, summarizes production data, and flags scheduling conflicts

    YOU DO

    Show up to the conversation and use field knowledge to make real calls

  13. TASK 13

    Train workers in spawning, rearing, cultivating, and harvesting methods, and in the use of equipment.

    AI DOES

    Generates training guides, quizzes, and step-by-step instruction materials

    YOU DO

    Show workers the right technique in person and watch them practice it safely

  14. TASK 14

    Assign tasks such as feeding and treatment of animals, and cleaning and maintenance of animal quarters.

    AI DOES

    Suggests scheduling templates and task checklists based on animal type or operation size

    YOU DO

    Read the actual animals, crew, and conditions on the ground before assigning work

  15. TASK 15

    Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations.

    AI DOES

    Generates training checklists, safety guides, and quiz materials a supervisor can use

    YOU DO

    Show workers hands-on techniques and watch them practice in the field

  16. TASK 16

    Coordinate dismantling, moving, and setting up equipment at new work sites.

    AI DOES

    Generates move checklists, suggests scheduling sequences, and drafts logistics plans

    YOU DO

    Be present on-site to direct workers and adapt to real physical conditions safely

  17. TASK 17

    Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements.

    AI DOES

    Helps build schedules, track inventory data, and flag timing conflicts

    YOU DO

    Be on-site to judge log conditions, equipment readiness, and worker safety in real time

  18. TASK 18

    Transport or arrange for transport of animals, equipment, food, animal feed, and other supplies to and from work sites.

    AI DOES

    Suggests routes, compares transport options, and drafts logistics schedules

    YOU DO

    Show up, make judgment calls on animal welfare, and handle unexpected problems on-site

  19. TASK 19

    Monitor or oversee construction projects, such as horticultural buildings or irrigation systems.

    AI DOES

    Helps draft project schedules, track budgets, and flag permit requirements

    YOU DO

    Walk the site daily and make real-time calls on safety and quality

  20. TASK 20

    Observe fish and beds or ponds to detect diseases, monitor fish growth, determine quality of fish, or determine completeness of harvesting.

    AI DOES

    Analyzes images or sensor data from cameras placed at ponds to flag signs of disease or slow growth

    YOU DO

    Walk the ponds, use your senses, and make judgment calls about fish health that cameras and sensors can miss

  21. TASK 21

    Train workers in techniques such as planting, harvesting, weeding, or insect identification and in the use of safety measures.

    AI DOES

    Helps build training materials, quizzes, and visual guides for techniques and safety rules

    YOU DO

    Show workers the right moves in real fields with real plants and real conditions

  22. TASK 22

    Inspect buildings, fences, fields or ranges, supplies, and equipment to determine work to be performed.

    AI DOES

    Generates inspection checklists and helps log and organize findings digitally

    YOU DO

    Walk the land and use your eyes, hands, and experience to spot real problems

  23. TASK 23

    Treat animal illnesses or injuries, following experience or instructions of veterinarians.

    AI DOES

    Pulls up treatment guides, medication dosages, or vet instructions quickly

    YOU DO

    Physically examine, handle, and treat the animal with safe, skilled hands

  24. TASK 24

    Inspect crops, fields, or plant stock to determine conditions and need for cultivating, spraying, weeding, or harvesting.

    AI DOES

    Helps analyze photos or drone images you capture to flag potential crop problems

    YOU DO

    Walk the fields yourself and trust your trained eyes, nose, and hands to catch what cameras miss

START LEARNING AI

Practice AI.
Use your judgment.

There are 24 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

Try a free lesson
Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Can AI do the work of First-Line Supervisors of Farming, Fishing, and Forestry Workers? — rtwoai