Takeover Tracker

Side-by-Side Comparison

MetricMining and Geological Engineers, Including Mining Safety EngineersEnvironmental Scientists and Specialists, Including Health
Risk Score33.0%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile57th51th
Tasks at Risk (>50%)5 / 154 / 15
Median Salary$101,020$80,060
Employment7K85K

Skill Comparison

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Sorted by largest difference

Engineering and Technology
Production and Processing
Coordinating the Work and Activities of Others
Design
Training and Teaching Others
Performing for or Working Directly with the Public
Customer and Personal Service
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Law and Government
Communicating with Persons Outside Organization
Visualization
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Mining and Geological Engineers, Including Mining Safety Engineers

31%

total discount

Environmental Scientists and Specialists, Including Health

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Environmental Scientists and Specialists, Including Health

4 of 15 at risk
87%Prepare charts or graphs from data samples, providing summary information on the environmental relevance of the data.
63%Process and review environmental permits, licenses, or related materials.
55%Develop the technical portions of legal documents, administrative orders, or consent decrees.
51%Monitor effects of pollution or land degradation and recommend means of prevention or control.
49%Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.

Wage Comparison

Environmental Scientists and Specialists, Including Health earns -$20,960(-21%) vs Mining and Geological Engineers, Including Mining Safety Engineers
Mining and Geological Engineers, Including Mining Safety EngineersEnvironmental Scientists and Specialists, Including Health
10th
$62,500$50,130
25th
$81,040$62,090
Median
$101,020$80,060
75th
$129,860$103,730
90th
$163,740$134,830

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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