Installation, Maintenance, and Repair · United States (national)
Electrical and Electronics Repairers, Commercial and Industrial Equipment
How exposed this work is to automation, shown as ranges with the reasoning and sources.
The short version: this role is moderately exposed to automation, and meaningful change looks likely over the next 5 to 10 years.
It is a sourced range, not a verdict, and the detail is below.
Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown.
Data snapshot SNAPSHOT-2026-11-06. How it works
AI / softwarerange 16.2 to 40.2
Physical / roboticsrange 43.2 to 67.2
When the change is likely
Partial, 5 to 10 yearslocal demand stable
What to do about it
Use AI to outpace AI.
Strategies to protect your livelihood, most important first.
1
Use your 5 to 10 year runway
Change here is gradual. Build resilient skills steadily and watch the signals rather than waiting for a shock.
2
Move up from the task to the system
Robotics targets the physical work. Shift toward supervising, maintaining, or programming the automation instead of competing with it.
3
Pivot toward Calibration Technologists and Technicians
It is skill-adjacent and less exposed (26.7 vs 55). A lateral move now beats a forced one later.
4
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
5
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.
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Which of my tasks are exposed
Test faulty equipment to diagnose malfunctions, using test equipment or software, and applying knowledge of the functional operation of electronic units and systems.
55.2
Maintain equipment logs that record performance problems, repairs, calibrations, or tests.
55.2
Set up and test industrial equipment to ensure that it functions properly.
100.0
Inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires.
100.0
Install repaired equipment in various settings, such as industrial or military establishments.
55.2
Operate equipment to demonstrate proper use or to analyze malfunctions.
55.2
Enter information into computer to copy program or to draw, modify, or store schematics, applying knowledge of software package used.
55.2
Perform scheduled preventive maintenance tasks, such as checking, cleaning, or repairing equipment, to detect and prevent problems.
100.0
Longer, orange bars are more automatable; short green bars are resistant.
What is driving my result
lowers risk
raises risk
Task: Set up and test industrial equipment to ensure that it functions properly.
Task: Inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires.
Lower-risk adjacent roles
Calibration Technologists and Technicians
26.7
Electrical and Electronic Engineering Technologists and Technicians
35.5
Aerospace Engineering and Operations Technologists and Technicians
44.2
Robotics Technicians
47.0
Avionics Technicians
47.5
A full, ranked mitigation plan is part of the paid tiers.
How this score is calculated
Map Electrical and Electronics Repairers, Commercial and Industrial Equipment to its standard O*NET task list (8 core tasks).
Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
The two axis scores are the task averages: AI 28.2, robotics 55.2.
The timeline comes from the higher axis (55.2), shifted for local demand (stable), and seniority. It is read against your remaining working years.
Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.
Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS.
Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.