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STRATUSWORKFORCE SCAN
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Farmworkers, Farm, Ranch, and Aquacultural Animals

Attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and other equines, poultry, rabbits, finfish, shellfish, and bees. Attend to animals produced for animal products, such as meat, fur, skins, feathers, eggs, milk, and honey. Duties may include feeding, watering, herding, grazing, milking, castrating, branding, de-beaking, weighing, catching, and loading animals. May maintain records on animals; examine animals to detect diseases and injuries; assist in birth deliveries; and administer medications, vaccinations, or insecticides as appropriate. May clean and maintain animal housing areas. Includes workers who shear wool from sheep and collect eggs in hatcheries.

32,810 people do this job in the US. $36,670 a year.

now
2%

of the working time. Estimate.

Kinds of work
  • 2%
  • 0%
  • 98%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 2% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 2%. Today's estimate: 2%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 1% within reachGemini 3 Pro, November 2025: 1% within reachClaude Opus 4.5, November 2025: 1% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 2% within reachClaude Mythos Preview (early), April 2026: 2% within reachToday (estimate), September 2026: 2% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 19 tasks from .

TaskKind
Inspect, maintain, and repair equipment, machinery, buildings, pens, yards, and fences.Done daily by most who do it. 14%1.7 h25 min to 4.2 hStays with people
Feed and water livestock and monitor food and water supplies.Done daily by most who do it. 12%50 min25 min to 2.5 hStays with people
Move equipment, poultry, or livestock from one location to another, manually or using trucks or carts.Done more than monthly by most who do it. 8%50 min17 min to 2.5 hStays with people
Drive trucks, tractors, and other equipment to distribute feed to animals.Done daily by most who do it. 8%50 min25 min to 2.1 hStays with people
Clean stalls, pens, and equipment, using disinfectant solutions, brushes, shovels, water hoses, or pumps.Done daily by most who do it. 8%1.3 h25 min to 3.3 hStays with people
Patrol grazing lands on horseback or using all-terrain vehicles.Done more than weekly by most who do it.7%1.7 h25 min to 3.3 hStays with people
Herd livestock to pastures for grazing or to scales, trucks, or other enclosures.Done more than monthly by most who do it. 7%50 min17 min to 2.5 hStays with people
Examine animals to detect illness, injury, or disease, and to check physical characteristics, such as rate of weight gain.Done daily by most who do it. 6%38 min13 min to 1.7 hStays with people
Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment.Done more than monthly by most who do it. 4%50 min17 min to 2.5 hStays with people
Segregate animals according to weight, age, color, and physical condition.Done more than monthly by most who do it. 4%50 min17 min to 2.5 hStays with people
Protect herds from predators, using trained dogs.Done daily by most who do it.4%1.3 h25 min to 3.3 hStays with people
Spray livestock with disinfectants and insecticides, or dip or bathe animals.Done more than yearly by most who do it.4%1.3 h25 min to 3.3 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).