Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for Medical Equip. Repairers:

54.0%

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 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 medical equipment repairers, eight of nine sources had data (Anthropic had none) and mostly agreed: OpenAI Signals and Google ATLAS rated AI resilience high, while AI Resilience Model, Microsoft, and Will Robots Take My Job rated it medium. Strong hiring demand helped, but low pay and mobility scores pulled things down, landing this career at "Mostly Resilient" with medium-high confidence.

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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Latest AI news for Medical Equip. Repairers

The articles highlight the evolving role of AI in medical equipment repair, emphasizing the need for adaptability in this field. For instance, Northampton General Hospital's potential job shifts due to AI integration show that repairers must embrace new technologies to stay relevant. Similarly, the Army's use of AI and teleconferencing for remote equipment repairs underscores the importance of real-time problem-solving skills. These trends indicate that a career in medical equipment repair can thrive alongside AI, offering opportunities for those willing to learn and innovate.

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.

Alternate Titles

Biomedical Electronics Technician (Biomed Electronics Tech) · Biomedical Equipment Technician (BMET) · Biomedical Technician (Biomed Tech) · Service Technician (Service Tech) · Biomedical Engineering Technician (Biomed Engineering Tech) · Dental Equipment Technician (Dental Equipment Tech) · Durable Medical Equipment Technician (DME Tech) · Medical Equipment Service Tech (Medical Equipment Service Technician) · Repair Technician (Repair Tech) · X-ray Service Engineer

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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