Mostly Resilient

Last Update: 8/30/2026

AI Resilience Score for Medical Equip. Repairers:

52.3%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

Low

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient medical equipment repair is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. 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 medical equipment repairers, seven of eight sources had data (Anthropic had none) and largely agreed on exposure: AI Resilience Model, Microsoft, and Will Robots Take My Job all rated it Medium, while OpenAI Signals rated it High, pointing to hands-on work that stays human. Strong employer demand helps, but weak pay signals kept the score at "Mostly Resilient."

AI Resilience Report forMedical Equipment Repairers

$61,660 median salary•8,200 annual openings•SOC Code: 49-9062.00

Medical Equipment Repairers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Medical equipment repairers earn the "Mostly Resilient" label because the heart of their work, physically installing, calibrating, and repairing life-critical machines like MRI scanners and ventilators, still requires skilled human hands and careful judgment that AI simply cannot replicate. AI is stepping in to help with the easier parts of the job (like paperwork, documentation, and predicting when equipment might break down), but those tools are acting as smart assistants rather than replacements.

Learn more about how you can thrive in this position

This role is mostly resilient

Medical equipment repairers earn the "Mostly Resilient" label because the heart of their work, physically installing, calibrating, and repairing life-critical machines like MRI scanners and ventilators, still requires skilled human hands and careful judgment that AI simply cannot replicate. AI is stepping in to help with the easier parts of the job (like paperwork, documentation, and predicting when equipment might break down), but those tools are acting as smart assistants rather than replacements.

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Analysis of current AI resilience

Medical Equip. Repairers

Updated quarterly

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How can Medical Equip. Repairers prepare for AI?

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Latest AI news for Medical Equip. Repairers

These articles highlight the promising future of medical equipment repair careers, showcasing a strong job market with salaries around $65,000 and a need for skilled technicians. The AI-Powered Assistant article emphasizes how AI can enhance repair processes, providing technicians with diagnostic support and guidance. Additionally, the labor shortage in this field suggests that aspiring repairers can find ample job opportunities. While AI is advancing, it will not replace the need for human expertise in servicing complex medical devices, ensuring career resilience in this evolving landscape.

More Career Info

Career: Medical Equipment Repairers

They fix and maintain hospital machines, like X-ray and MRI equipment, to ensure they work properly and safely for patient care.

Employment & Wage Data

Median Wage

$61,660

Jobs (2025)

71,800

Growth (2025-35)

+12.6%

Annual Openings

8,200

Education

Associate's degree

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

Repair shop equipment, metal furniture, or hospital equipment, including welding broken parts or replacing missing parts, or bring item into local shop for major repairs.

2

94% ResilienceCore Task

Solder loose connections, using soldering iron.

3

94% ResilienceSupplemental

Fabricate, dress down, or substitute parts or major new items to modify equipment to meet unique operational or research needs, working from job orders, sketches, modification orders, samples, or disc...

4

93% ResilienceCore Task

Install medical equipment.

5

92% ResilienceCore Task

Disassemble malfunctioning equipment and remove, repair, or replace defective parts, such as motors, clutches, or transformers.

6

90% ResilienceCore Task

Perform preventive maintenance or service, such as cleaning, lubricating, or adjusting equipment.

7

88% ResilienceCore Task

Examine medical equipment or facility's structural environment and check for proper use of equipment to protect patients and staff from electrical or mechanical hazards and to ensure compliance with s...

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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