Takeover Tracker
29%medium risk
Biomedical Engineers
vs

70 shared · 25 different

core competencies

35%medium risk
Manufacturing Engineering Technologists

Side-by-Side Comparison

MetricBiomedical EngineersManufacturing Engineering Technologists
Risk Score28.8%34.7%
Risk TierMedium RiskMedium Risk
Risk Percentile33th65th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$106,950$77,390
Employment22K64K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Computers and Electronics
Science
Mechanical
Chemistry
Analyzing Data or Information
Getting Information
Interpreting the Meaning of Information for Others
Making Decisions and Solving Problems
Thinking Creatively
Physics
Developing Objectives and Strategies

Protective Factors

Higher values indicate stronger protection against AI displacement

Biomedical Engineers

35%

total discount

Manufacturing Engineering Technologists

33%

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.

Manufacturing Engineering Technologists

7 of 15 at risk
86%Verify weights, measurements, counts, or calculations and record results on batch records.
85%Estimate manufacturing costs.
84%Plan, estimate, or schedule production work.
75%Ensure adherence to safety rules and practices.
53%Develop or maintain programs associated with automated production equipment.

Wage Comparison

Manufacturing Engineering Technologists earns -$29,560(-28%) vs Biomedical Engineers
Biomedical EngineersManufacturing Engineering Technologists
10th
$71,860$47,010
25th
$86,630$59,700
Median
$106,950$77,390
75th
$133,570$97,760
90th
$165,060$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biomedical Engineers2028–2035
Manufacturing Engineering Technologists2028–2035
20242030203520402045

Biomedical Engineers has a longer runway before significant displacement, projected 0 years later than Manufacturing Engineering Technologists.

Risk-Adjusted Salary

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

Biomedical Engineers

$76,180

from $106,950

Manufacturing Engineering Technologists

$50,512

from $77,390

After adjusting for AI risk, Biomedical Engineers offers $25,668 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biomedical

0

Unique to Manufacturing

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Biomedical EngineersManufacturing Engineering Technologists
Find transitions from Biomedical EngineersFind transitions from Manufacturing Engineering Technologists