Takeover Tracker
33%medium risk
Mechanical Engineering Technologists
vs

70 shared · 16 different

core competencies

32%medium risk
Photonics Technicians

Side-by-Side Comparison

MetricMechanical Engineering TechnologistsPhotonics Technicians
Risk Score32.5%31.8%
Risk TierMedium RiskMedium Risk
Risk Percentile53th50th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$77,390$77,390
Employment64K64K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Customer and Personal Service
Administration and Management
Mechanical
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Thinking Creatively
Organizing, Planning, and Prioritizing Work
Engineering and Technology
Training and Teaching Others
Establishing and Maintaining Interpersonal Relationships
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Mechanical Engineering Technologists

31%

total discount

Photonics Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Mechanical Engineering Technologists

7 of 15 at risk
73%Prepare cost and materials estimates or project schedules.
67%Interpret engineering sketches, specifications, or drawings.
55%Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.
53%Analyze energy requirements and distribution systems to maximize the use of intermittent or inflexible renewable energy sources, such as wind or nuclear.
51%Prepare specifications, designs, or sketches for machines, components, or systems related to the generation, transmission, or use of mechanical or fluid energy.

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 Mechanical Engineering Technologists
Mechanical 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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Mechanical Engineering Technologists2028–2035
Photonics Technicians2028–2035
20242030203520402045

Photonics Technicians has a longer runway before significant displacement, projected 0 years later than Mechanical Engineering Technologists.

Risk-Adjusted Salary

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

Mechanical Engineering Technologists

$52,231

from $77,390

Photonics Technicians

$52,788

from $77,390

After adjusting for AI risk, Photonics Technicians offers $557 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Mechanical

0

Unique to Photonics

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Regulatory Barriers
Mechanical Engineering TechnologistsPhotonics Technicians
Find transitions from Mechanical Engineering TechnologistsFind transitions from Photonics Technicians