Takeover Tracker
33%medium risk
Photonics Engineers
vs

59 shared · 23 different

core competencies

30%medium risk
Mechanical Engineers

Side-by-Side Comparison

MetricPhotonics EngineersMechanical Engineers
Risk Score32.6%30.3%
Risk TierMedium RiskMedium Risk
Risk Percentile54th41th
Tasks at Risk (>50%)4 / 155 / 15
Median Salary$117,750$102,320
Employment151K287K

Skill Comparison

|

Sorted by largest difference

Mechanical
Identifying Objects, Actions, and Events
Interpreting the Meaning of Information for Others
Evaluating Information to Determine Compliance with Standards
Documenting/Recording Information
Administration and Management
Customer and Personal Service
Design
Controlling Machines and Processes
WritingAI-Augmented
Clerical
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Photonics Engineers

31%

total discount

Mechanical Engineers

31%

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.

Mechanical Engineers

5 of 15 at risk
55%Recommend design modifications to eliminate machine or system malfunctions.
53%Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.
51%Recommend the use of utility or energy services that minimize carbon footprints.
51%Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.
51%Evaluate mechanical designs or prototypes for energy performance or environmental impact.

Wage Comparison

Mechanical Engineers earns -$15,430(-13%) vs Photonics Engineers
Photonics EngineersMechanical Engineers
10th
$62,840$68,740
25th
$85,750$81,800
Median
$117,750$102,320
75th
$152,670$130,290
90th
$183,510$161,240

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Photonics Engineers2028–2035
Mechanical Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Photonics Engineers

$79,340

from $117,750

Mechanical Engineers

$71,297

from $102,320

After adjusting for AI risk, Photonics Engineers offers $8,043 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Photonics

0

Unique to Mechanical

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Social Intelligence
Photonics EngineersMechanical Engineers
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