Job Check
Agricultural Engineers
Apply knowledge of engineering technology and biological science to agricultural problems concerned with power and machinery, electrification, structures, soil and water conservation, and processing of agricultural products.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Prepare reports, sketches, working drawings, specifications, proposals, and budgets for proposed sites or systems.AI could speed this up, with extra tools
- 02Visit sites to observe environmental problems, to consult with contractors, or to monitor construction activities.Mostly human for now
- 03Meet with clients, such as district or regional councils, farmers, and developers, to discuss their needs.Mostly human for now
- 04Discuss plans with clients, contractors, consultants, and other engineers so that they can be evaluated and necessary changes made.AI could speed this up, with extra tools
- 05Test agricultural machinery and equipment to ensure adequate performance.Mostly human for now
- 06Plan and direct construction of rural electric-power distribution systems, and irrigation, drainage, and flood control systems for soil and water conservation.AI could speed this up, with extra tools
- 07Provide advice on water quality and issues related to pollution management, river control, and ground and surface water resources.AI could speed this up, with extra tools
- 08Design structures for crop storage, animal shelter and loading, and animal and crop processing, and supervise their construction.AI could speed this up, with extra tools
- 09Conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.AI could speed this up, with extra tools
- 10Design sensing, measuring, and recording devices, and other instrumentation used to study plant or animal life.AI could speed this up, with extra tools
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
43%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 52% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 58% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Visit sites to observe environmental problems, to consult with contractors, or to monitor construction activities.
- Meet with clients, such as district or regional councils, farmers, and developers, to discuss their needs.
- Test agricultural machinery and equipment to ensure adequate performance.