Takeover Tracker

29%medium risk
Biomedical Engineers
vs

63 shared · 23 different

core competencies

28%medium risk
Petroleum Engineers

Side-by-Side Comparison

MetricBiomedical EngineersPetroleum Engineers
Risk Score28.8%28.3%
Risk TierMedium RiskMedium Risk
Risk Percentile33th31th
Tasks at Risk (>50%)4 / 155 / 15
Median Salary$106,950$141,280
Employment22K19K

Skill Comparison

|

Sorted by largest difference

Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Thinking Creatively
Computers and Electronics
Economics and Accounting
Technology DesignAI-Augmented
Training and Teaching Others
Originality
Science
English Language
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Biomedical Engineers

35%

total discount

Petroleum 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.

Petroleum Engineers

5 of 15 at risk
86%Maintain records of drilling and production operations.
86%Write technical reports for engineering and management personnel.
51%Analyze data to recommend placement of wells and supplementary processes to enhance production.
51%Monitor production rates, and plan rework processes to improve production.
51%Simulate reservoir performance for different recovery techniques, using computer models.

Wage Comparison

Petroleum Engineers earns +$34,330(+32%) vs Biomedical Engineers
Biomedical EngineersPetroleum Engineers
10th
$71,860$78,840
25th
$86,630$107,330
Median
$106,950$141,280
75th
$133,570$191,100
90th
$165,060$228,790

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
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