Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for Mobile Heavy Equip Mechanic:

60.3%

Median Score

Meaningful human contribution

High

Long-term employer demand

High

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient mobile heavy equipment mechanics work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For mobile heavy equipment mechanics, 7 of 9 sources had data. Sources largely agreed that physical, hands-on repair work stays human: AI Resilience Model and Microsoft rated AI exposure High, while Will Robots Take My Job and Google ATLAS rated it Medium. Strong hiring demand lifted the score, though softer pay and mobility signals held it back, landing this career at "Mostly Resilient" with medium-high confidence.

AI Resilience Report forMobile Heavy Equipment Mechanics, Except Engines

$65,510 median salary•15,000 annual openings•SOC Code: 49-3042.00

Mobile Heavy Equipment Mechanics, Except Engines are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Mobile heavy equipment mechanics land in "Mostly Resilient" because the physical, hands-on core of the job (climbing on machinery, replacing transmissions, fitting parts in tight spaces) is extremely difficult for AI or robots to replicate, keeping human mechanics firmly in the driver's seat. At the same time, AI is genuinely changing parts of the work, with tools for diagnostics, predictive maintenance, and parts ordering becoming more common in shops, so some tasks that used to require manual guesswork are shifting toward AI-assisted decisions.

Learn more about how you can thrive in this position

This role is mostly resilient

Mobile heavy equipment mechanics land in "Mostly Resilient" because the physical, hands-on core of the job (climbing on machinery, replacing transmissions, fitting parts in tight spaces) is extremely difficult for AI or robots to replicate, keeping human mechanics firmly in the driver's seat. At the same time, AI is genuinely changing parts of the work, with tools for diagnostics, predictive maintenance, and parts ordering becoming more common in shops, so some tasks that used to require manual guesswork are shifting toward AI-assisted decisions.

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Analysis of current AI resilience

Mobile Heavy Equip Mechanic

Updated quarterly

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More Career Info

Career: Mobile Heavy Equipment Mechanics, Except Engines

They fix and maintain large machines used in construction and farming to ensure they work safely and efficiently.

Alternate Titles

Equipment Mechanic · Heavy Equipment Mechanic · Heavy Equipment Technician · Mechanic · Construction Equipment Mechanic · Equipment Technician · Field Mechanic · Field Service Technician · Field Technician · Mobile Heavy Equipment Mechanic

Employment & Wage Data

Median Wage

$65,510

Jobs (2025)

180,300

Growth (2025-35)

+6.7%

Annual Openings

15,000

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

95% ResilienceCore Task

Dismantle and reassemble heavy equipment using hoists and hand tools.

2

95% ResilienceCore Task

Fit bearings to adjust, repair, or overhaul mobile mechanical, hydraulic, and pneumatic equipment.

3

95% ResilienceCore Task

Adjust, maintain, and repair or replace subassemblies, such as transmissions and crawler heads, using hand tools, jacks, and cranes.

4

94% ResilienceCore Task

Repair and replace damaged or worn parts.

5

94% ResilienceCore Task

Assemble gear systems, and align frames and gears.

6

94% ResilienceCore Task

Fabricate needed parts or items from sheet metal.

7

93% ResilienceCore Task

Weld or solder broken parts and structural members, using electric or gas welders and soldering tools.

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.

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