medium risk
Photonics Engineersvs
56 shared · 16 different
core competencies
medium risk
Computer Hardware EngineersSide-by-Side Comparison
Photonics Engineers leads 4–1| Metric | Photonics Engineers | Computer Hardware Engineers |
|---|---|---|
| Risk Score | 32.6% | 34.6% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 54th | 65th |
| Tasks at Risk (>50%) | 4 / 15 | 8 / 15 |
| Median Salary | $117,750 | $155,020 |
| Employment | 151K | 76K |
Skill Comparison
|
Sorted by largest difference
Computers and Electronics
Mathematical Reasoning
MathematicsAI-Vulnerable
Technology DesignAI-Augmented
Controlling Machines and Processes
Design
Number Facility
Repairing and Maintaining Electronic Equipment
Mechanical
Physics
Originality
Interacting With Computers
Protective Factors
Higher values indicate stronger protection against AI displacement
Photonics Engineers
31%
total discount
Computer Hardware Engineers
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Photonics Engineers
4 of 15 at risk85%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.
Computer Hardware Engineers
8 of 15 at risk73%Write detailed functional specifications that document the hardware development process and support hardware introduction.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
53%Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration.
51%Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.
51%Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.
Wage Comparison
Computer Hardware Engineers earns +$37,270(+32%) vs Photonics Engineers
Photonics EngineersComputer Hardware Engineers
10th
$62,840$85,430
25th
$85,750$115,500
Median
$117,750$155,020
75th
$152,670$185,380
90th
$183,510$223,820
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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