Mostly Resilient
Last Update: 11/4/2026
AI Resilience Score for Farm Equip. Mechanics:
54.1%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
AI Resilience Report forFarm Equipment Mechanics and Service Technicians
$56,550 median salary•3,700 annual openings•SOC Code: 49-3041.00
Farm Equipment Mechanics and Service Technicians are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Farm equipment mechanics are labeled "Mostly Resilient" because the hands-on, physical parts of the job (like welding, crawling under muddy machinery, and listening to an engine to diagnose a problem) simply cannot be done by AI, and those skills remain at the heart of the work. AI tools are stepping in to handle the more routine tasks, like pulling up repair manuals and logging diagnostic codes, which actually frees technicians up to focus on the trickier, more complex problems that require real human judgment.
Learn more about how you can thrive in this position
This role is mostly resilient
Farm equipment mechanics are labeled "Mostly Resilient" because the hands-on, physical parts of the job (like welding, crawling under muddy machinery, and listening to an engine to diagnose a problem) simply cannot be done by AI, and those skills remain at the heart of the work. AI tools are stepping in to handle the more routine tasks, like pulling up repair manuals and logging diagnostic codes, which actually frees technicians up to focus on the trickier, more complex problems that require real human judgment.
Read full analysisAnalysis of current AI resilience
Farm Equip. Mechanics
Updated quarterly
How can Farm Equip. Mechanics prepare for AI?
Latest AI news for Farm Equip. Mechanics
These articles highlight the evolving role of AI in the agricultural machinery sector, essential for aspiring Farm Equipment Mechanics and Service Technicians. For instance, John Deere's integration of AI into their machinery enhances operational efficiency, requiring technicians to adapt to advanced technologies. Additionally, the focus on AI-driven solutions for improving farm safety signals a growing demand for skilled technicians who can maintain and repair these sophisticated systems. Embracing AI innovations will ensure that future technicians remain resilient and relevant in a rapidly changing industry.
How AI can transform farm safety, efficiency
agupdate.com • 10/20/2026
Sep 10, 2025 — How AI can transform farm safety, efficiency. New technologies like the AI-driven Farmwise Mechanical Weeder can help make farming safer by ... Read more
Australia Agricultural Machinery: AI, Growth, and Future Outlook
www.imarcgroup.com • 12/19/2025
Australia's agricultural machinery industry grows with tech innovation, precision farming, and government support driving sustainable farming advancement.
John Deere’s AI Strategy: Analysis of Dominance in Agriculture
www.klover.ai • 7/22/2025
John Deere's AI strategy fuels agricultural dominance through smart machinery, proprietary data, and a tightly integrated farm ecosystem.
Agricultural Equipment Technician Training: Skills & Path
farmonaut.com • 6/20/2025
Agricultural equipment technician training runs from high school shop classes to a community college program, for those who repair tractors...
John Deere's Digital Transformation Runs Afoul Of Right-To-Repair Movement
www.forbes.com • 4/30/2017
Farmers in the market for mechanized farm equipment may not like the software-based innovations that John Deere is bringing to market,...
More Career Info
Career: Farm Equipment Mechanics and Service Technicians
They fix and maintain farm machines to ensure they work properly, helping farmers plant and harvest crops efficiently.
Parent Careers
Alternate Titles
Farm Equipment Mechanic · Mechanic · Service Technician (Service Tech) · Tractor Mechanic · Agricultural Mechanic (Ag Mechanic) · Agricultural Service Technician (Ag Service Tech) · Dairy Service Technician (Dairy Service Tech) · Farm Equipment Service Technician (Farm Equipment Service Tech) · Field Mechanic · Field Technician (Field Tech)
Employment & Wage Data
Median Wage
$56,550
Jobs (2025)
41,900
Growth (2025-35)
+10.7%
Annual Openings
3,700
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Drive trucks to haul tools and equipment for on-site repair of large machinery.
2
Maintain, repair, and overhaul farm machinery and vehicles, such as tractors, harvesters, and irrigation systems.
3
Dismantle defective machines for repair, using hand tools.
4
Repair or replace defective parts, using hand tools, milling and woodworking machines, lathes, welding equipment, grinders, or saws.
5
Repair bent or torn sheet metal.
6
Install and repair agricultural irrigation, plumbing, and sprinkler systems.
7
Reassemble machines and equipment following repair, testing operation and making adjustments, as necessary.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
