AI JOB SCANNER
O*NET-SOC 29-2099.01 / model V14 rated-task + local-market engine

Will AI replace
Neurodiagnostic Technologists?

Conduct electroneurodiagnostic (END) tests such as electroencephalograms, evoked potentials, polysomnograms, or electronystagmograms. May perform nerve conduction studies.

Estimated AI task exposure
80%

Very High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

16 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

80/100

Physical moat

26/100

Human moat

21/100

Rating coverage

100%

16 task statements / 16 rated

Highest-weighted occupation tasks

Indicate artifacts or interferences derived from sources outside of the brain, such as poor electrode contact or patient movement, on electroneurodiagnostic recordings.
Importance 99/100Relevance 100/100Frequency 92/100Weight 0.98
Monitor patients during tests or surgeries, using electroencephalographs (EEG), evoked potential (EP) instruments, or video recording equipment.
Importance 98/100Relevance 100/100Frequency 86/100Weight 0.96
Collect patients' medical information needed to customize tests.
Importance 96/100Relevance 100/100Frequency 84/100Weight 0.94
Conduct tests or studies such as electroencephalography (EEG), polysomnography (PSG), nerve conduction studies (NCS), electromyography (EMG), and intraoperative monitoring (IOM).
Importance 98/100Relevance 100/100Frequency 79/100Weight 0.94
Explain testing procedures to patients, answering questions or reassuring patients, as needed.
Importance 96/100Relevance 97/100Frequency 86/100Weight 0.94
Attach electrodes to patients, using adhesives.
Importance 92/100Relevance 100/100Frequency 81/100Weight 0.92
Summarize technical data to assist physicians to diagnose brain, sleep, or nervous system disorders.
Importance 93/100Relevance 100/100Frequency 79/100Weight 0.92
Measure patients' body parts and mark locations where electrodes are to be placed.
Importance 92/100Relevance 100/100Frequency 75/100Weight 0.91
Submit reports to physicians summarizing test results.
Importance 90/100Relevance 97/100Frequency 78/100Weight 0.90
Calibrate, troubleshoot, or repair equipment and correct malfunctions, as needed.
Importance 90/100Relevance 100/100Frequency 66/100Weight 0.88

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$50,290

BLS OEWS May 2025

National employment

182,610

BLS OEWS May 2025

Projected growth

+5.9%

BLS Employment Projections 2025–2035

Average annual openings

12

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

CHECK PAY WHERE YOU LIVE

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

75 points lower exposure • 59% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

75 points lower exposure • 59% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

71 points lower exposure • 62% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Millwrights

5%

75 points lower exposure • 60% profile similarity

Median wage: $65,700 Growth 2025–2035: +0.9% Annual openings: 3

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Farmworkers and Laborers, Crop, Nursery, and Greenhouse

8%

72 points lower exposure • 62% profile similarity

Median wage: $35,660 Growth 2025–2035: -2.4% Annual openings: 72

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Cement Masons and Concrete Finishers

6%

74 points lower exposure • 62% profile similarity

Median wage: $57,020 Growth 2025–2035: +1.6% Annual openings: 14

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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