Somewhat Resilient

Last Update: 11/4/2026

AI Resilience Score for Nuclear Technicians:

40.2%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient nuclear technician 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 nuclear technicians, 6 of the 9 sources had data. The good news is that the AI exposure sources (AI Resilience Model, Microsoft, Will Robots Take My Job, and OpenAI Signals) all agreed: human oversight stays central to this work. What pulled the score down was a low employer demand outlook from BLS Opportunity Score, pointing to a shrinking field. That combination lands nuclear technicians at "Somewhat Resilient."

AI Resilience Report forNuclear Technicians

$110,240 median salary•900 annual openings•SOC Code: 19-4051.00

Nuclear Technicians are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Nuclear technicians earn a "Somewhat Resilient" label because AI is genuinely changing how their day-to-day work looks, even if it is not eliminating the job itself. Tools like digital twins and real-time anomaly detectors are taking over repetitive monitoring tasks that technicians used to handle manually, which means the role is shifting toward overseeing AI systems, interpreting their findings, and making high-stakes safety calls that machines cannot be trusted to make alone.

Learn more about how you can thrive in this position

This role is somewhat resilient

Nuclear technicians earn a "Somewhat Resilient" label because AI is genuinely changing how their day-to-day work looks, even if it is not eliminating the job itself. Tools like digital twins and real-time anomaly detectors are taking over repetitive monitoring tasks that technicians used to handle manually, which means the role is shifting toward overseeing AI systems, interpreting their findings, and making high-stakes safety calls that machines cannot be trusted to make alone.

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Analysis of current AI resilience

Nuclear Technicians

Updated quarterly

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More Career Info

Career: Nuclear Technicians

They assist scientists by monitoring and maintaining equipment used in nuclear energy, ensuring everything runs safely and efficiently.

Alternate Titles

Licensed Nuclear Operator · Nuclear Auxiliary Operator · Nuclear Equipment Operator (NEO) · Operations Technician · Auxiliary Operator · Equipment Operator · Non-Licensed Nuclear Equipment Operator (NLO) · Non-Licensed Nuclear Plant Operator (NLO) · Nuclear Plant Equipment Operator (NAPEO) · Systems Operator

Employment & Wage Data

Median Wage

$110,240

Jobs (2025)

6,700

Growth (2025-35)

+1.1%

Annual Openings

900

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

94% ResilienceSupplemental

Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines.

2

93% ResilienceSupplemental

Perform testing, maintenance, repair, or upgrading of accelerator systems.

3

92% ResilienceCore Task

Modify, devise, or maintain nuclear equipment used in operations.

4

90% ResilienceCore Task

Follow policies and procedures for radiation workers to ensure personnel safety.

5

88% ResilienceCore Task

Apply safety tags to equipment needing maintenance.

6

86% ResilienceSupplemental

Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas.

7

85% ResilienceCore Task

Follow nuclear equipment operational policies and procedures that ensure environmental safety.

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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