Takeover Tracker
33%medium risk
Photonics Engineers
vs

69 shared · 10 different

core competencies

30%medium risk
Microsystems Engineers

Side-by-Side Comparison

MetricPhotonics EngineersMicrosystems Engineers
Risk Score32.6%30.5%
Risk TierMedium RiskMedium Risk
Risk Percentile54th41th
Tasks at Risk (>50%)4 / 158 / 15
Median Salary$117,750$117,750
Employment151K151K

Skill Comparison

|

Sorted by largest difference

Analyzing Data or Information
Technology DesignAI-Augmented
Mathematical Reasoning
Establishing and Maintaining Interpersonal Relationships
Computers and Electronics
Physics
Time Sharing
MathematicsAI-Vulnerable
Active LearningAI-Augmented
Time Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Photonics Engineers

31%

total discount

Microsystems Engineers

32%

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.

Microsystems Engineers

8 of 15 at risk
85%Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.
57%Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems.
53%Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints.
53%Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.
53%Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.

Wage Comparison

Microsystems Engineers earns $0(0%) vs Photonics Engineers
Photonics EngineersMicrosystems 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
Microsystems Engineers2028–2035
20242030203520402045

Microsystems 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

Microsystems Engineers

$81,895

from $117,750

After adjusting for AI risk, Microsystems Engineers offers $2,555 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Photonics

0

Unique to Microsystems

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Regulatory Barriers
Decision Complexity
Photonics EngineersMicrosystems Engineers
Find transitions from Photonics EngineersFind transitions from Microsystems Engineers