AI exposure Architecture and engineering
Will AI replace agricultural engineers?
Agricultural Engineers. US occupation 17-2021.
The reading
0.0%
of the time agricultural engineers spend on their work goes on tasks where AI is already being used to do that work.of agricultural engineers' working hours go on tasks AI has already started taking off their plate.
Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.
Per cent of working time Square-law scale
Average US job 7.7%
Among the least exposed jobs there are.Still waiting for liberation.
What AI already does for agricultural engineersWhat agricultural engineers no longer do alone
O*NET lists 14 tasks for agricultural engineers. None of them shows meaningful AI use at work yet.
What it does not touch, yetWhat still needs a human
14 of the 14 tasks show no AI use at work in the data.
- Conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.Core task
- Design agricultural machinery components and equipment, using computer-aided design (CAD) technology.Core task
- Design and supervise environmental and land reclamation projects in agriculture and related industries.Core task
- Design sensing, measuring, and recording devices, and other instrumentation used to study plant or animal life.Core task
- Design structures for crop storage, animal shelter and loading, and animal and crop processing, and supervise their construction.Core task
- Discuss plans with clients, contractors, consultants, and other engineers so that they can be evaluated and necessary changes made.Core task
Show the other 8
- Meet with clients, such as district or regional councils, farmers, and developers, to discuss their needs.Core task
- Plan and direct construction of rural electric-power distribution systems, and irrigation, drainage, and flood control systems for soil and water conservation.Core task
- Prepare reports, sketches, working drawings, specifications, proposals, and budgets for proposed sites or systems.Core task
- Provide advice on water quality and issues related to pollution management, river control, and ground and surface water resources.Core task
- Test agricultural machinery and equipment to ensure adequate performance.Core task
- Visit sites to observe environmental problems, to consult with contractors, or to monitor construction activities.Core task
- Design food processing plants and related mechanical systems.
- Supervise food processing or manufacturing plant operations.
How that compares
Among the 34 architecture and engineering occupations, agricultural engineers rank 21. The group averages 3.8%, and its most exposed job is Computer Hardware Engineers at 14.5%. The average US occupation sits at 7.7%.
Level with 0.0%
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.