Takeover Tracker
33%medium risk
Photonics Engineers
vs

48 shared · 26 different

core competencies

36%medium risk
Mechatronics Engineers

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Photonics Engineers2028–2035
Mechatronics Engineers2028–2035
20242030203520402045

Photonics Engineers has a longer runway before significant displacement, projected 0 years later than Mechatronics Engineers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Photonics Engineers

$79,340

from $117,750

Mechatronics Engineers

$75,019

from $117,750

After adjusting for AI risk, Photonics Engineers offers $4,321 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Photonics

0

Unique to Mechatronics

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Photonics EngineersMechatronics Engineers
Find transitions from Photonics EngineersFind transitions from Mechatronics Engineers