Takeover Tracker

vs

73 shared · 7 different

core competencies

32%medium risk
Photonics Technicians

Side-by-Side Comparison

MetricAutomotive Engineering TechniciansPhotonics Technicians
Risk Score29.7%31.8%
Risk TierMedium RiskMedium Risk
Risk Percentile37th50th
Tasks at Risk (>50%)6 / 155 / 15
Median Salary$68,730$77,390
Employment37K64K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Performing General Physical Activities
Customer and Personal Service
Repairing and Maintaining Electronic Equipment
Mechanical
Handling and Moving Objects
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Engineering Technicians

30%

total discount

Photonics Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Engineering Technicians

6 of 15 at risk
86%Order new test equipment, supplies, or replacement parts.
85%Monitor computer-controlled test equipment, according to written or verbal instructions.
69%Read and interpret blueprints, schematics, work specifications, drawings, or charts.
63%Document test results, using cameras, spreadsheets, documents, or other tools.
53%Perform or execute manual or automated tests of automotive system or component performance, efficiency, or durability.

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 +$8,660(+13%) vs Automotive Engineering Technicians
Automotive Engineering TechniciansPhotonics Technicians
10th
$46,940$47,010
25th
$57,330$59,700
Median
$68,730$77,390
75th
$82,980$97,760
90th
$100,890$114,630

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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