Takeover Tracker

vs

44 shared · 51 different

core competencies

32%medium risk
Photonics Technicians

Side-by-Side Comparison

MetricManufacturing Engineering TechnologistsPhotonics Technicians
Risk Score34.7%31.8%
Risk TierMedium RiskMedium Risk
Risk Percentile65th50th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$77,390$77,390
Employment64K64K

Skill Comparison

|

Sorted by largest difference

Production and Processing
MathematicsAI-Vulnerable
Mathematical Reasoning
Identifying Objects, Actions, and Events
Category Flexibility
Provide Consultation and Advice to Others
Administration and Management
Organizing, Planning, and Prioritizing Work
Mechanical
Deductive Reasoning
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Judgment and Decision MakingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineering Technologists

33%

total discount

Photonics Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Engineering Technologists

7 of 15 at risk
86%Verify weights, measurements, counts, or calculations and record results on batch records.
85%Estimate manufacturing costs.
84%Plan, estimate, or schedule production work.
75%Ensure adherence to safety rules and practices.
53%Develop or maintain programs associated with automated production equipment.

Photonics Technicians

5 of 15 at risk
86%Document procedures, such as calibration of optical or fiber optic equipment.
86%Monitor mechanical factors, such as turbine load or strain information.
68%Compute or record photonic test data.
53%Assist scientists or engineers in the conduct of photonic experiments.
51%Perform diagnostic analyses of processing steps, using analytical or metrological tools, such as microscopy, profilometry, or ellipsometry devices.

Wage Comparison

Photonics Technicians earns $0(0%) vs Manufacturing Engineering Technologists
Manufacturing Engineering TechnologistsPhotonics Technicians
10th
$47,010$47,010
25th
$59,700$59,700
Median
$77,390$77,390
75th
$97,760$97,760
90th
$114,630$114,630

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Head-to-head task automation timeline
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