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Agricultural Equipment Operators

Drive and control equipment to support agricultural activities such as tilling soil; planting, cultivating, and harvesting crops; feeding and herding livestock; or removing animal waste. May perform tasks such as crop baling or hay bucking. May operate stationary equipment to perform post-harvest tasks such as husking, shelling, threshing, and ginning.

28,500 people do this job in the US. $41,730 a year.

now
0%

of the working time. Estimate.

Kinds of work
  • 0%
  • 0%
  • 100%
0%

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

Half the desk work within reach
No desk work

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 0% 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, 0%. Today's estimate: 0%.

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: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 0% within reachClaude Mythos Preview (early), April 2026: 0% within reachToday (estimate), September 2026: 0% 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 . 17 tasks from .

TaskKind
Operate or tend equipment used in agricultural production, such as tractors, combines, and irrigation equipment.Done daily by most who do it. 26%3.3 h50 min to 1 work dayStays with people
Operate towed machines such as seed drills or manure spreaders to plant, fertilize, dust, and spray crops.Done daily by most who do it.16%3.3 h50 min to 1 work dayStays with people
Walk beside or ride on planting machines while inserting plants in planter mechanisms at specified intervals.Done daily by most who do it.7%2.5 h50 min to 6.7 hStays with people
Irrigate soil, using portable pipes or ditch systems, and maintain ditches or pipes and pumps.Done daily by most who do it.7%1.7 h25 min to 5 hStays with people
Adjust, repair, and service farm machinery and notify supervisors when machinery malfunctions.Done daily by most who do it. 6%1.3 h25 min to 3.3 hStays with people
Direct and monitor the activities of work crews engaged in planting, weeding, or harvesting activities.Done daily by most who do it.6%2.5 h50 min to 5 hStays with people
Drive trucks to haul crops, supplies, tools, or farm workers.Done daily by most who do it.6%1.3 h25 min to 2.5 hStays with people
Load and unload crops or containers of materials, manually or using conveyors, handtrucks, forklifts, or transfer augers.Done several times a day by most who do it. 5%38 min13 min to 1.7 hStays with people
Observe and listen to machinery operation to detect equipment malfunctions.Done daily by most who do it. 4%13 min4 min to 25 minStays with people
Position boxes or attach bags at discharge ends of machinery to catch products, removing and closing full containers.Done several times a day by most who do it.4%33 min13 min to 1.3 hStays with people
Mix specified materials or chemicals, and dump solutions, powders, or seeds into planter or sprayer machinery.Done several times a day by most who do it. 3%25 min13 min to 50 minStays with people
Attach farm implements such as plows, discs, sprayers, or harvesters to tractors, using bolts and hand tools.Done more than weekly by most who do it. 3%25 min13 min to 1.3 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).