Will farm equipment mechanics be replaced by AI?
Updated
Farm equipment mechanics score 22 of 100 for AI exposure. 80% of their task time still needs a person. AI can do 12% today and speed up another 8%.
- 12% AI can do it
- 8% AI helps
- 80% Needs a person
Low exposure
Lower than 76% of the 923 occupations we scored.
Task by task
We graded 14 tasks, listed here from most to least exposed. AI can do 2 of them today, speeds up 1 and leaves 11 to people.
| Task | AI exposure |
|---|---|
| Record details of repairs made and parts used. Digital logging of repairs and parts suits AI form filling well. | 80% AI can do it |
| Calculate bills according to record of repairs made, labor time, and parts used. Invoice totals from repair records are routine and easily automated. | 80% AI can do it |
| Examine and listen to equipment, read inspection reports, and confer with customers to locate and diagnose malfunctions. AI helps read reports and codes; physical inspection stays human. | 30% AI helps |
| Reassemble machines and equipment following repair, testing operation and making adjustments, as necessary. Physical reassembly and test running need hands on machines. | 12% Needs a person |
| Test and replace electrical components and wiring, using test meters, soldering equipment, and hand tools. Electrical testing and soldering need physical presence and skill. | 12% Needs a person |
| Fabricate new metal parts, using drill presses, engine lathes, and other machine tools. Machining new parts on lathes and presses needs skilled operators. | 12% Needs a person |
| Maintain, repair, and overhaul farm machinery and vehicles, such as tractors, harvesters, and irrigation systems. Core hands-on repair work on heavy machinery in the field. | 10% Needs a person |
| Tune or overhaul engines. Engine overhaul is physical; AI only aids fault diagnosis. | 10% Needs a person |
| Repair or replace defective parts, using hand tools, milling and woodworking machines, lathes, welding equipment, grinders, or saws. Machining and welding need skilled hands at the bench. | 6% Needs a person |
| Install and repair agricultural irrigation, plumbing, and sprinkler systems. Installing irrigation and sprinklers means physical fitting in the field. | 6% Needs a person |
Show the other 4 tasks
| Task | AI exposure |
|---|---|
| Dismantle defective machines for repair, using hand tools. Dismantling with hand tools is physical work done in person. | 5% Needs a person |
| Repair bent or torn sheet metal. Straightening torn sheet metal is manual, physical bodywork. | 5% Needs a person |
| Clean and lubricate parts. Cleaning and greasing parts requires physical handling of equipment. | 4% Needs a person |
| Drive trucks to haul tools and equipment for on-site repair of large machinery. Driving to job sites requires a person behind the wheel. | 3% Needs a person |
How farm equipment mechanics compare
All occupations (923)
Installation, maintenance and repair (50)
Pay and outlook in the US
- Median pay
- $56,550 a year, May 2025
- People employed
- 37,870 in the US, May 2025
- Projected change in jobs
- +10.7% from 2024 to 2034
Skills to build
- Diagnose faults on tractors and harvesters in the field
- Log repairs and parts in ServiceMax or CMMS
- Test-run machines after reassembly and make adjustments
- Solder and test electrical wiring with test meters
- Machine replacement parts on lathes and milling machines
Safer roles nearby
5 related occupations with lower scores.
Questions about farm equipment mechanics and AI
Will AI replace farm equipment mechanics?
Partly. About 2 in 10 working hours go to tasks AI can already do, mostly recording repairs and parts used and calculating bills. What stays with people is hands-on repair, since machines need a person at the bench and in the field.
Which tasks is AI taking over for farm equipment mechanics?
Record-keeping and billing lead the list, each with an exposure score of 80. Logging repairs and parts used is form filling, and invoice totals come straight from those records. AI also reads inspection reports and fault codes, a task scoring 30.
Which tasks stay with farm equipment mechanics?
Reassembly, electrical work and machining stay with mechanics, each scoring 12 or lower on exposure. Reassembling machines and test running them needs hands on the equipment. Soldering wiring and cutting new parts on lathes need physical skill at the bench.
How can farm equipment mechanics stay valuable?
Stay valuable by doing the hands-on work and using the software that records it. Diagnose faults on site, rebuild hydraulics, and test run machines before handover. Log every repair in ServiceMax or CMMS with accurate parts and labor times so billing and records stay correct. Learn FarmLogic FarmPAD to capture field data.
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