Diagnose, adjust, repair, or overhaul farm machinery and vehicles, such as tractors, harvesters, dairy equipment, and irrigation systems.
U.S. Workers
36,880
Median Salary
$52,080
10-Year Growth
+11.0%
Annual Openings
3,700
Typical entry: High school diploma or equivalent
14 of 14 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Record details of repairs made and parts used.
AI: Fully automatable - Recording repair details and parts used can be fully automated with voice/text capture, parts recognition, and integrated inventory/work‑order systems.
Examine and listen to equipment, read inspection reports, and confer with customers to locate and diagnose malfunctions.
AI: Fully automatable - AI systems can analyze audio/vibration data, parse inspection reports, and handle customer interaction for troubleshooting and triage, enabling end‑to‑end diagnosis and customer communication in many cases.
Calculate bills according to record of repairs made, labor time, and parts used.
AI: Fully automatable - Billing from repair records is routine data processing that can be fully automated with software and AI.
Maintain, repair, and overhaul farm machinery and vehicles, such as tractors, harvesters, and irrigation systems.
AI: Partial - AI can plan, diagnose, and guide maintenance and overhauls of farm machinery, but the heavy, varied physical disassembly/assembly and field work remain human tasks in most cases.
Dismantle defective machines for repair, using hand tools.
AI: Partial - AI can provide step‑by‑step teardown instructions, remote guidance, or teleoperation aids, but general‑purpose manual dismantling with hand tools is not fully automatable by 2025.
Reassemble machines and equipment following repair, testing operation and making adjustments as necessary.
AI: Partial - AI can generate reassembly procedures, torque specs, and test sequences and assist technicians, but the hands‑on reassembly, fine adjustments, and functional testing are not fully automated broadly by 2025.
Clean and lubricate parts.
AI: Partial - Cleaning and lubrication are simple and amenable to robotic automation in controlled settings, but in varied field/service environments they remain largely manual with AI only partially automating or guiding the work.
Test and replace electrical components and wiring, using test meters, soldering equipment, and hand tools.
AI: Partial - AI can fully automate electrical diagnostics and provide replacement/soldering instructions and robotic soldering exists in factories, but field replacement and complex wiring tasks still require human dexterity and judgment in most contexts.
Tune or overhaul engines.
AI: Partial - AI can assist in tuning, provide calibration recipes, and guide engine overhauls, but the intensive hands‑on disassembly, machining, and reassembly work prevents full automation by 2025.
Repair or replace defective parts, using hand tools, milling and woodworking machines, lathes, welding equipment, grinders, or saws.
AI: Partial - AI and CNC/robotic systems can operate machine tools and assist with diagnostics, but complex hands-on repairs and on-site variability still require human dexterity and judgment.
Drive trucks to haul tools and equipment for on-site repair of large machinery.
AI: Partial - Autonomous trucking systems can handle controlled highway routes and some hauling use-cases, but they are not universally reliable or permitted for all routes and on-site delivery conditions by 2025.
Fabricate new metal parts, using drill presses, engine lathes, and other machine tools.
AI: Partial - CNC and robotic machining can fabricate many metal parts from CAD, but custom, ad-hoc, or hard-fixturing jobs still require human machinists.
Repair bent or torn sheet metal.
AI: Partial - Robotic welding and forming can handle repetitive sheet-metal repairs in controlled settings, but repairing irregularly bent or torn sheet metal in the field remains a largely manual skill.
Install and repair agricultural irrigation, plumbing, and sprinkler systems.
AI: Partial - AI can design layouts and diagnose irrigation systems, but physical installation and many repairs in varied field conditions remain manual.