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 help design and test electrical equipment and systems to make sure everything works safely and efficiently.
Summary
This career is labeled as "Evolving" because AI is beginning to assist with routine tasks like monitoring equipment and predicting failures, but it's not yet replacing human technicians. AI tools are slowly being integrated, mostly for repetitive checks, but skilled people are still needed for complex problem-solving and safety-critical tasks.
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 beginning to assist with routine tasks like monitoring equipment and predicting failures, but it's not yet replacing human technicians. AI tools are slowly being integrated, mostly for repetitive checks, but skilled people are still needed for complex problem-solving and safety-critical tasks.
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
Electrical & Electronic Tech
Updated Quarterly • Last Update: 11/21/2025

State of Automation & Augmentation
Today, AI is starting to help with some routine tasks in electronics maintenance and testing. For example, modern systems can use sensors and AI algorithms to watch equipment and automatically detect faults or predict failures (this is called predictive maintenance) [1]. Engineers have built AI tools that can read circuit drawings and translate them into data [2].
However, most of these tools are still in research or special cases. In practice, technicians usually still look at the results themselves and decide what to do. One study even notes that validating an electrical design still requires “lots of manual efforts” because schematics come in many formats [3].
In short, machines can flag problems and help check work, but actually reading a wiring diagram or fixing hardware generally still needs a skilled person.

AI Adoption
AI tools for this work are growing slowly. There are few off-the-shelf AI products made just for electronics technicians, and buying new AI-powered test machines can be expensive. In many shops, it’s still cheaper to pay a technician than to install a new system.
Also, electrical work is safety-critical and highly regulated, so companies move cautiously. On the upside, when downtime is very costly, firms do invest in AI monitoring [1]. But overall there are only modest changes: U.S. government projections show essentially flat job growth (about 1% over 2024–34) in this field [4].
In other words, most companies still rely on human skills. People bring judgment, creativity, and on-the-spot problem-solving that robots lack. So while AI can take over some repetitive checks, human technicians remain crucial for complex diagnostics, repairs, and safety.

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Median Wage
$77,180
Jobs (2024)
93,700
Growth (2024-34)
+0.6%
Annual Openings
8,400
Education
Associate's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Adjust or replace defective or improperly functioning circuitry or electronics components, using hand tools or soldering iron.
Maintain working knowledge of state-of-the-art tools or software by reading or attending conferences, workshops, or other training.
Modify electrical prototypes, parts, assemblies, or systems to correct functional deviations.
Participate in training or continuing education activities to stay abreast of engineering or industry advances.
Review electrical engineering plans to ensure adherence to design specifications and compliance with applicable electrical codes and standards.
Modify, maintain, and repair electronics equipment and systems to ensure that they function properly.
Analyze and implement engineering designs for producing electronic devices and systems and microprocessor-based control applications, applying principles of mathematics, digital signal processing, net...
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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