Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They fix and maintain computers, ATMs, and office machines to ensure they work properly and efficiently.
Summary
This career is labeled as "Evolving" because AI is gradually being integrated to help with planning and diagnostics, like spotting machine wear early or running remote updates. While these tools make some tasks easier, many hands-on repairs and troubleshooting still rely on human skills and experience.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
This career is labeled as "Evolving" because AI is gradually being integrated to help with planning and diagnostics, like spotting machine wear early or running remote updates. While these tools make some tasks easier, many hands-on repairs and troubleshooting still rely on human skills and experience.
Read full analysisContributing Sources
AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Computer and Office Repair
Updated Quarterly • Last Update: 11/22/2025

State of Automation & Augmentation
Today’s repair techs already use smart tools for some tasks. For example, many ATMs and office machines have self-check software and sensors that can report errors to service teams [1]. Companies even use wireless sensors and AI-driven diagnostics so tech staff can spot wear early – one industry guide notes this can cut service costs by about 30% [2].
In practice, this means things like logging repairs on a computer or running remote software updates are often automated. However, most hands-on work remains human. O*NET notes this job is only “moderately automated” (about 42%) [3], meaning tasks like physically replacing gears, soldering circuits, or oiling parts still need skilled people.
In short, AI and software help with checks and data, but actual repair and troubleshooting often still rely on a person’s touch and experience.

AI Adoption
Businesses weigh the costs and benefits of new AI tools. On one hand, there’s pressure to adopt helpful tech because many veteran technicians are retiring [4]. Firms are using AI-powered simulators and training apps to pass knowledge to younger workers [4].
Banks and companies also gain money by keeping machines running. For example, an analysis warns that fewer bank branches make working ATMs critical for revenue [1], so firms invest in “predictive maintenance” AI that can prevent breakdowns. If AI can catch a fault early, companies save on emergency repairs and downtime [2] [2].
On the other hand, high-tech tools cost money and need data and rules to work, so small workshops may wait before buying them. And because dealing with cash machines or customers often requires a human touch and trust, many expect people – not robots – to handle critical fixes.
Overall, AI is starting to augment this field (help with planning, training, and diagnostics) rather than fully replace repair professionals. The human skills of hands-on repair, communication, and flexible problem-solving remain very valuable, even as new tools arrive [1] [4].

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Median Wage
$46,860
Jobs (2024)
79,100
Growth (2024-34)
-0.9%
Annual Openings
7,600
Education
Some college, no degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Travel to customers' stores or offices to service machines or to provide emergency repair service.
Repair, adjust, or replace electrical or mechanical components or parts, using hand tools, power tools, or soldering or welding equipment.
Disassemble machines to examine parts, such as wires, gears, or bearings for wear or defects, using hand or power tools and measuring devices.
Clean, oil, or adjust mechanical parts to maintain machines' operating efficiency and to prevent breakdowns.
Reassemble machines after making repairs or replacing parts.
Advise customers concerning equipment operation, maintenance, or programming.
Test new systems to ensure that they are in working order.
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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