Takeover Tracker

33%medium risk
Photonics Engineers
vs

48 shared · 26 different

core competencies

Side-by-Side Comparison

MetricPhotonics EngineersMechatronics Engineers
Risk Score32.6%36.3%
Risk TierMedium RiskMedium Risk
Risk Percentile54th70th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$117,750$117,750
Employment151K151K

Skill Comparison

|

Sorted by largest difference

Analyzing Data or Information
Production and Processing
Mechanical
Documenting/Recording Information
Physics
Identifying Objects, Actions, and Events
Processing Information
Category Flexibility
Information OrderingAI-Vulnerable
Mathematical Reasoning
Design
Science

Protective Factors

Higher values indicate stronger protection against AI displacement

Photonics Engineers

31%

total discount

Mechatronics Engineers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Photonics Engineers

4 of 15 at risk
85%Document photonics system or component design processes, including objectives, issues, or outcomes.
57%Write reports or proposals related to photonics research or development projects.
53%Design, integrate, or test photonics systems or components.
51%Conduct research on new photonics technologies.
49%Conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.

Mechatronics Engineers

7 of 15 at risk
87%Maintain technical project files.
87%Publish engineering reports documenting design details or qualification test results.
85%Monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production.
85%Create mechanical design documents for parts, assemblies, or finished products.
53%Research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.

Wage Comparison

Mechatronics Engineers earns $0(0%) vs Photonics Engineers
Photonics EngineersMechatronics Engineers
10th
$62,840$62,840
25th
$85,750$85,750
Median
$117,750$117,750
75th
$152,670$152,670
90th
$183,510$183,510

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Head-to-head task automation timeline
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