AI JOB SCANNER
O*NET-SOC 17-2199.05 / model V14 rated-task + local-market engine

Will AI replace
Mechatronics Engineers?

Research, design, develop, or test automation, intelligent systems, smart devices, or industrial systems control.

Estimated AI task exposure
73%

High exposure

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

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

Digital/info work

68/100

Physical moat

18/100

Human moat

16/100

Rating coverage

100%

23 task statements / 23 rated

Highest-weighted occupation tasks

Create mechanical design documents for parts, assemblies, or finished products.
Importance 80/100Relevance 86/100Frequency 60/100Weight 0.78
Maintain technical project files.
Importance 69/100Relevance 98/100Frequency 58/100Weight 0.77
Identify materials appropriate for mechatronic system designs.
Importance 69/100Relevance 96/100Frequency 50/100Weight 0.75
Design engineering systems for the automation of industrial tasks.
Importance 72/100Relevance 89/100Frequency 52/100Weight 0.74
Design advanced precision equipment for accurate or controlled applications.
Importance 74/100Relevance 82/100Frequency 53/100Weight 0.72
Implement or test design solutions.
Importance 70/100Relevance 82/100Frequency 42/100Weight 0.68
Upgrade the design of existing devices by adding mechatronic elements.
Importance 64/100Relevance 94/100Frequency 30/100Weight 0.67
Apply mechatronic or automated solutions to the transfer of materials, components, or finished goods.
Importance 66/100Relevance 76/100Frequency 52/100Weight 0.66
Research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.
Importance 68/100Relevance 75/100Frequency 48/100Weight 0.66
Analyze existing development or manufacturing procedures and suggest improvements.
Importance 63/100Relevance 86/100Frequency 38/100Weight 0.65

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

$122,930

BLS OEWS May 2025

National employment

154,070

BLS OEWS May 2025

Projected growth

+3.7%

BLS Employment Projections 2025–2035

Average annual openings

9

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%

68 points lower exposure • 62% profile similarity

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

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

Mobile Heavy Equipment Mechanics, Except Engines

5%

68 points lower exposure • 63% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

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

Electric Motor, Power Tool, and Related Repairers

5%

68 points lower exposure • 61% profile similarity

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

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

Tank Car, Truck, and Ship Loaders

6%

67 points lower exposure • 64% profile similarity

Median wage: $58,870 Growth 2025–2035: +2.8% Annual openings: 1

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

Wind Turbine Service Technicians

5%

68 points lower exposure • 62% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

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

Aircraft Mechanics and Service Technicians

8%

65 points lower exposure • 64% profile similarity

Median wage: $79,870 Growth 2025–2035: +5.4% Annual openings: 11

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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