First-Line Supervisors of Farming, Fishing, and Forestry Workers
Farming, Fishing, and Forestry Occupations- O*NET-SOC code
- 45-1011.00
Directly supervise and coordinate the activities of agricultural, forestry, aquacultural, and related workers.
AI exposure
- Data source: BLSPublished: 2026-08
Low· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.000
0.000Range of values carried here0.745Scale, basis and source
Observed exposure index, 0–1 as published
Mapped onto O*NET tasks
Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value
- Data source: ILOPublished: 2025
0.09–0.22· 13 ISCO-08 groups
Scale, basis and source
Generative AI exposure index, 0–1 as published
Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
ILO value for each linked ISCO-08 group
- ISCO-08 6111Field Crop and Vegetable Growers0.18
- ISCO-08 6112Tree and Shrub Crop Growers0.17
- ISCO-08 6114Mixed Crop Growers0.17
- ISCO-08 6121Livestock and Dairy Producers0.17
- ISCO-08 6122Poultry Producers0.19
- ISCO-08 6123Apiarists and Sericulturists0.22
- ISCO-08 6129Animal Producers Not Elsewhere Classified0.20
- ISCO-08 6130Mixed Crop and Animal Producers0.19
- ISCO-08 6210Forestry and Related Workers0.12
- ISCO-08 6221Aquaculture Workers0.22
- ISCO-08 6222Inland and Coastal Waters Fishery Workers0.17
- ISCO-08 6223Deep-sea Fishery Workers0.18
- ISCO-08 6224Hunters and Trappers0.09
AI exposure (OpenAI rubric)
30 rated tasks · 13 tasks with β ≥ 0.5 (43.3%)
β = direct exposure (E1) + 0.5 × exposure when tools are available (E2), per the source repository's definition.
- Source unit: O*NET 27.2 tasks → O*NET 31.0 occupation code
- All rated tasks are in the O*NET 31.0 task list.
- Source
- OpenAI "GPTs are GPTs" exposure rubric
- Release
- gh-main-0471612
- License
- MIT License, Copyright (c) 2024 OpenAI
Tasks
Task statements from the O*NET® 31.0 Database, core tasks first.
| Task | Type | β (OpenAI) |
|---|---|---|
| Assign tasks such as feeding and treatment of animals, and cleaning and maintenance of animal quarters. | Core | 0 |
| Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped. | Core | 1 |
| Monitor workers to ensure that safety regulations are followed, warning or disciplining those who violate safety regulations. | Core | 0 |
| Observe animals for signs of illness, injury, or unusual behavior, notifying veterinarians or managers as warranted. | Core | 0 |
| Observe fish and beds or ponds to detect diseases, monitor fish growth, determine quality of fish, or determine completeness of harvesting. | Core | 0.5 |
| Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations. | Core | 0 |
| Treat animal illnesses or injuries, following experience or instructions of veterinarians. | Core | 0 |
| Train workers in spawning, rearing, cultivating, and harvesting methods, and in the use of equipment. | Core | 0 |
| Train workers in techniques such as planting, harvesting, weeding, or insect identification and in the use of safety measures. | Core | 0 |
| 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. | Core | 0 |
| Communicate with forestry personnel regarding forest harvesting or forest management plans, procedures, or schedules. | Core | 1 |
| Inspect crops, fields, or plant stock to determine conditions and need for cultivating, spraying, weeding, or harvesting. | Core | 0.5 |
| Coordinate dismantling, moving, and setting up equipment at new work sites. | Core | 0 |
| Coordinate the selection and movement of logs from storage areas, according to transportation schedules or production requirements. | Core | 0 |
| Schedule work crews, equipment, or transportation for several different work locations. | Core | 0.5 |
| Drive or operate farm machinery, such as trucks, tractors, or self-propelled harvesters, to transport workers or supplies or to cultivate or harvest fields. | Core | 0 |
| Perform both supervisory and management functions, such as accounting, marketing, and personnel work. | Core | 0.5 |
| Transport or arrange for transport of animals, equipment, food, animal feed, and other supplies to and from work sites. | Core | 0 |
| Inspect buildings, fences, fields or ranges, supplies, and equipment to determine work to be performed. | Core | 0 |
| Read inventory records, customer orders, or shipping schedules to determine required activities. | Core | 1 |
| Inspect facilities to determine maintenance needs. | Core | 0 |
| Confer with managers to determine production requirements, conditions of equipment and supplies, and work schedules. | Core | 0.5 |
| Prepare and maintain time or payroll reports, as well as details of personnel actions, such as performance evaluations, hires, promotions, or disciplinary actions. | Core | 1 |
| Requisition or purchase supplies, such as insecticides, machine parts or lubricants, or tools. | Core | 0.5 |
| Monitor or oversee construction projects, such as horticultural buildings or irrigation systems. | Core | 0 |
| Issue equipment, such as farm implements, machinery, ladders, or containers to workers, and collect equipment when work is complete. | Core | 0 |
| Calculate or monitor budgets for maintenance or development of collections, grounds, or infrastructure. | Core | 0.5 |
| Direct or assist with the adjustment or repair of equipment or machinery. | — | 0 |
| Monitor operations to identify and solve problems, improve work methods, and ensure compliance with safety, company, and government regulations. | — | 0.5 |
| Plan work schedules according to personnel and equipment availability. | — | 0.5 |
Occupation information
Sources and attribution
This page includes information from the O*NET® 31.0 Database (https://www.onetcenter.org/database.html) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). O*NET® is a trademark of USDOL/ETA. AI Changing Work has modified all or some of this information: the O*NET-SOC code, title and task statements are reproduced in English without change; task-type labels are shown in the page's language and tasks are listed core first; any Korean occupation title shown on the Korean-language page is AI Changing Work's translation; any KSCO-8 unit groups linked to this occupation were paired with it by AI Changing Work's judgment, and the relation labels and statuses are AI Changing Work's additions. USDOL/ETA has not approved, endorsed, or tested these modifications.
Any AI exposure figures on this page are published by third parties, not by AI Changing Work, and none is part of the O*NET information. OpenAI publishes task-level scores (MIT License) for O*NET 27.2 task statements; each is shown next to the O*NET 31.0 task statement with the same task ID, whose wording can differ from the 27.2 statement that was scored. OpenAI also publishes occupation-level scores for O*NET-SOC codes in the same release, and any such score is shown on the O*NET occupation with the same code. Anthropic publishes an observed exposure index in the Anthropic Economic Index (CC-BY), and the U.S. Bureau of Labor Statistics publishes relative AI exposure categories (public domain); both are published per SOC code, and each value is shown on every O*NET occupation with that code. The International Labour Organization publishes a generative AI exposure index in ILO Working Paper 140 (CC BY 4.0) for ISCO-08 unit groups; AI Changing Work links those groups to O*NET occupations by applying the U.S. Bureau of Labor Statistics ISCO-08 to 2010 SOC and 2010 SOC to 2018 SOC crosswalks as published, without case-by-case selection, and these crosswalks match many groups only in part. Where several unit groups are linked, each group's published value is listed, and any summary shows only the lowest and highest of those values with the number of groups; no exposure figure is averaged or recalculated. Any employment figures are published by the U.S. Bureau of Labor Statistics for the SOC group containing this occupation. Each source is credited where its figures are shown.
O*NET OnLine: 45-1011.00 First-Line Supervisors of Farming, Fishing, and Forestry Workers
KSCO 코드·명칭: 한국표준직업분류(제8차 개정) — 통계청 고시 제2024-328호 (2024-07-01 고시, 2025-01-01 시행). 저작권법 제7조 제2호의 고시 항목이다. 명칭 표기(가운뎃점·띄어쓰기)는 해설서 2차 정오 반영판의 표기를 따랐으며, 고시 항목표와는 18개 명칭에서 가운뎃점 글리프나 띄어쓰기만 다르다. 통계청은 2025년 10월 국가데이터처로 개편되었다. 이 페이지의 KSCO 연결은 통계청·국가데이터처의 공식 연계표가 아니다.