Takeover Tracker

29%medium risk
Biomedical Engineers
vs

63 shared · 23 different

core competencies

33%medium risk
Photonics Engineers

Side-by-Side Comparison

MetricBiomedical EngineersPhotonics Engineers
Risk Score28.8%32.6%
Risk TierMedium RiskMedium Risk
Risk Percentile33th54th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$106,950$117,750
Employment22K151K

Skill Comparison

|

Sorted by largest difference

Chemistry
Developing Objectives and Strategies
Administration and Management
Developing and Building Teams
Judgment and Decision MakingAI-Augmented
Judging the Qualities of Things, Services, or People
Coordinating the Work and Activities of Others
English Language
Organizing, Planning, and Prioritizing Work
Complex Problem SolvingAI-Resistant
Monitor Processes, Materials, or Surroundings
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Biomedical Engineers

35%

total discount

Photonics Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biomedical Engineers

4 of 15 at risk
86%Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.
55%Diagnose and interpret bioelectric data, using signal processing techniques.
51%Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.
51%Research new materials to be used for products, such as implanted artificial organs.
50%Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.

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.

Wage Comparison

Photonics Engineers earns +$10,800(+10%) vs Biomedical Engineers
Biomedical EngineersPhotonics Engineers
10th
$71,860$62,840
25th
$86,630$85,750
Median
$106,950$117,750
75th
$133,570$152,670
90th
$165,060$183,510

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Head-to-head task automation timeline
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