SOC 49-2094

Industrial Electronics Repairers AI displacement risk

Industrial electronics repairers test, diagnose, and repair the electronic controls that run factories. Ironically, the more plants automate, the more this role grows: every robot, PLC, and sensor network needs someone who can trace a fault to the board level and get the line running again.

Exposure34

Share and intensity of work current AI systems can materially affect.

Automation14%

Likely potential for exposed tasks to move to software after workflow integration.

Risk bandLow

Diagnostic software narrows the search, but intermittent faults in aging industrial controls resist every algorithm. Repairers who combine schematic literacy with PLC and network skills are the constraint on plant uptime.

Distribution

Where Industrial Electronics Repairers sits across 620 tracked roles

Industrial Electronics Repairers · 20050100

Displacement pressure 20 — higher than 23% of the 620 occupations tracked on displacement.ai.

Score version

This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-15. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.

20 O*NET task statements matched to SOC 49-2094. The displayed task profile combines these official task statements with the current public score model.

Median wage context: $74,090 (May 2025, US national). The latest BLS row matched SOC 49-2094.

Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.

2030 economic stress test

How Anthropic's scenarios classify Industrial Electronics Repairers

SOC 49-2094 places this role in the paper's all-other occupation group. These group-level outcomes do not change the 20/100 role score and are not an occupation forecast.

Modest change

+1.1% group wage

Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.

Economy-wide: +1.6% GDP and 3.9% unemployment.

Substantial change

+5.9% group wage

Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.

Economy-wide: +8.3% GDP and 4.6% unemployment.

Extreme change

+33.6% group wage

Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.

Economy-wide: +32.4% GDP and 11.9% unemployment.

Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.

Official task evidence

O*NET task matches for Industrial Electronics Repairers

The current evidence import matched 20 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.

Dataset31.0 (August 2026)
Matched tasks20
SOC49-2094
  • Core task / ID 886

    Test faulty equipment to diagnose malfunctions, using test equipment or software, and applying knowledge of the functional operation of electronic units and systems.

  • Core task / ID 892

    Maintain equipment logs that record performance problems, repairs, calibrations, or tests.

  • Core task / ID 884

    Set up and test industrial equipment to ensure that it functions properly.

  • Core task / ID 890

    Inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires.

  • Core task / ID 897

    Install repaired equipment in various settings, such as industrial or military establishments.

  • Core task / ID 885

    Operate equipment to demonstrate proper use or to analyze malfunctions.

Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.

Task profile

Where AI changes the work

technical

Test faulty equipment to diagnose malfunctions

Exposure 36, automation 16%, augmentation 54%.

O*NET evidence: Test faulty equipment to diagnose malfunctions, using test equipment or software, and a... (ID 886)

technical

Inspect components for defects and assembly errors

Exposure 30, automation 13%, augmentation 48%.

O*NET evidence: Inspect components of industrial equipment for accurate assembly and installation or fo... (ID 890)

information

Maintain equipment logs of repairs and calibrations

Exposure 52, automation 28%, augmentation 58%.

O*NET evidence: Maintain equipment logs that record performance problems, repairs, calibrations, or tests. (ID 892)

physical

Install repaired equipment in industrial settings

Exposure 22, automation 9%, augmentation 40%.

O*NET evidence: Install repaired equipment in various settings, such as industrial or military establis... (ID 897)

TaskExposureAutomationAugmentation
Test faulty equipment to diagnose malfunctions3616%54%
Inspect components for defects and assembly errors3013%48%
Maintain equipment logs of repairs and calibrations5228%58%
Install repaired equipment in industrial settings229%40%

Transition pathways

Adjacent moves that preserve existing skills

role redesign

Controls Technician

Training horizon: 6-12 months. Skill overlap 66. Wage preservation signal 116.

  • Add PLC programming
  • Master industrial networks
  • Own line-uptime metrics
Low
credentialed transition

Electrical and Instrumentation Supervisor

Training horizon: 12-24 months. Skill overlap 62. Wage preservation signal 124.

  • Lead E&I crews
  • Manage preventive programs
  • Own calibration compliance
Low

Comparison guides

Compare the next move before you commit

What the AI risk score means for Industrial Electronics Repairers

The displacement pressure score for Industrial Electronics Repairers is 20. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.

For this role, the clearest risk pattern is visible at the task level. Maintain equipment logs of repairs and calibrations carries 28% automation pressure, while Maintain equipment logs of repairs and calibrations carries 58% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.

Labor-market context and wage risk

Median wage: $74,090 (May 2025, US national). Employment context: Plant-electronics role keeping automated lines running. Typical education: Associate degree or military electronics training common.

Wage vulnerability is 28, while transition feasibility is 64. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.

  • Low displacement pressure
  • Plant automation grows the repair base
  • Intermittent faults resist algorithms

Upskilling priorities

Skills that make this role more resilient

The safest upskilling plan starts with skills already close to the work. For Industrial Electronics Repairers, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.

Priority 1

Electronics diagnostics

Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.

Priority 2

Reading schematics

Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.

Priority 3

PLC troubleshooting

Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.

Priority 4

Calibration

Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.

90-day transition plan

The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.

  1. In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
  2. By 60 days, complete one small project connected to Controls Technician, such as add plc programming.
  3. By 90 days, compare internal openings and external postings for Controls Technician or Electrical and Instrumentation Supervisor and update your resume around measurable workflow outcomes.

FAQ

Questions about AI and Industrial Electronics Repairers

Will AI replace Industrial Electronics Repairers?

Industrial electronics repairers test, diagnose, and repair the electronic controls that run factories. Ironically, the more plants automate, the more this role grows: every robot, PLC, and sensor network needs someone who can trace a fault to the board level and get the line running again. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.

Which parts of Industrial Electronics Repairers work are most exposed to AI?

Maintain equipment logs of repairs and calibrations and Test faulty equipment to diagnose malfunctions show the strongest automation pressure in this model. Maintain equipment logs of repairs and calibrations and Test faulty equipment to diagnose malfunctions are better treated as AI-augmented work.

What should Industrial Electronics Repairers learn next?

Start with Electronics diagnostics, Reading schematics, PLC troubleshooting. The most practical adjacent paths in this model are Controls Technician and Electrical and Instrumentation Supervisor.

How should this score be used?

Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.

Sources

Evidence trail