Takeover Tracker
29%medium risk
Biomedical Engineers
vs

76 shared · 17 different

core competencies

33%medium risk
Mining and Geological Engineers, Including Mining Safety Engineers

Side-by-Side Comparison

MetricBiomedical EngineersMining and Geological Engineers, Including Mining Safety Engineers
Risk Score28.8%33.0%
Risk TierMedium RiskMedium Risk
Risk Percentile33th57th
Tasks at Risk (>50%)4 / 155 / 15
Median Salary$106,950$101,020
Employment22K7K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Thinking Creatively
Chemistry
Mechanical
Physics
Design
Clerical
Engineering and Technology
Resolving Conflicts and Negotiating with Others
Updating and Using Relevant Knowledge
Technology DesignAI-Augmented
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Biomedical Engineers

35%

total discount

Mining and Geological Engineers, Including Mining Safety 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.

Mining and Geological Engineers, Including Mining Safety Engineers

5 of 15 at risk
86%Prepare technical reports for use by mining, engineering, and management personnel.
86%Monitor mine production rates to assess operational effectiveness.
85%Prepare schedules, reports, and estimates of the costs involved in developing and operating mines.
51%Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits.
51%Design, develop, and implement computer applications for use in mining operations such as mine design, modeling, or mapping or for monitoring mine conditions.

Wage Comparison

Mining and Geological Engineers, Including Mining Safety Engineers earns -$5,930(-6%) vs Biomedical Engineers
Biomedical EngineersMining and Geological Engineers, Including Mining Safety Engineers
10th
$71,860$62,500
25th
$86,630$81,040
Median
$106,950$101,020
75th
$133,570$129,860
90th
$165,060$163,740

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biomedical Engineers2028–2035
Mining and Geological Engineers, Including Mining Safety Engineers2028–2035
20242030203520402045

Biomedical Engineers has a longer runway before significant displacement, projected 0 years later than Mining and Geological Engineers, Including Mining Safety Engineers.

Risk-Adjusted Salary

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

Biomedical Engineers

$76,180

from $106,950

Mining and Geological Engineers, Including Mining Safety Engineers

$67,663

from $101,020

After adjusting for AI risk, Biomedical Engineers offers $8,517 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biomedical

0

Unique to Mining

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Biomedical EngineersMining and Geological Engineers, Including Mining Safety Engineers
Find transitions from Biomedical EngineersFind transitions from Mining and Geological Engineers, Including Mining Safety Engineers