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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Farm Equipment Mechanics and Service Technicians?

Lower risk

Baseline AI displacement risk for Farm Equipment Mechanics and Service Technicians, aggregated from 5 research sources.

What this score means

Farm Equipment Mechanics and Service Technicians is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 13 out of 100 it sits close to the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 5 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Farm Equipment Mechanics and Service Technicians, most central first, showing 12 of 14.

  • 01Reassemble machines and equipment following repair, testing operation and making adjustments, as necessary.
  • 02Maintain, repair, and overhaul farm machinery and vehicles, such as tractors, harvesters, and irrigation systems.
  • 03Examine and listen to equipment, read inspection reports, and confer with customers to locate and diagnose malfunctions.
  • 04Record details of repairs made and parts used.
  • 05Dismantle defective machines for repair, using hand tools.
  • 06Clean and lubricate parts.
  • 07Repair or replace defective parts, using hand tools, milling and woodworking machines, lathes, welding equipment, grinders, or saws.
  • 08Test and replace electrical components and wiring, using test meters, soldering equipment, and hand tools.
  • 09Tune or overhaul engines.
  • 10Drive trucks to haul tools and equipment for on-site repair of large machinery.
  • 11Fabricate new metal parts, using drill presses, engine lathes, and other machine tools.
  • 12Repair bent or torn sheet metal.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Farm Equipment Mechanics and Service Technicians for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Farm Equipment Mechanics and Service Technicians?
Published research puts Farm Equipment Mechanics and Service Technicians at 13 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Farm Equipment Mechanics and Service Technicians?
Broadly, yes. Individual estimates for Farm Equipment Mechanics and Service Technicians run from 5 to 20 out of 100 across the 5 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
Which construction & trades roles face similar AI exposure?
The closest published construction & trades roles to Farm Equipment Mechanics and Service Technicians by score are Electrical and Electronics Installers and Repairers, Transportation Equipment (13/100), Heating, Air Conditioning, and Refrigeration Mechanics and Installers (13/100), and Home Appliance Repairers (13/100). Each has its own page with the research behind its number.

Also covers

Agricultural Equipment Mechanic (Ag Equipment Mechanic) · Agricultural Mechanic (Ag Mechanic) · Agricultural Service Technician (Ag Service Tech) · Assembly Repairer · Combine Mechanic · Dairy Equipment Installer · Dairy Equipment Mechanic · Dairy Equipment Repairer and related titles

Estimated displacement window

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.