Takeover Tracker

vs

76 shared · 16 different

core competencies

Side-by-Side Comparison

MetricTransportation EngineersMining and Geological Engineers, Including Mining Safety Engineers
Risk Score32.4%33.0%
Risk TierMedium RiskMedium Risk
Risk Percentile53th57th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$99,590$101,020
Employment355K7K

Skill Comparison

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Sorted by largest difference

Building and Construction
Transportation
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Performing for or Working Directly with the Public
Science
Guiding, Directing, and Motivating Subordinates
Customer and Personal Service
Interpreting the Meaning of Information for Others
MonitoringAI-Augmented
Operation Monitoring
Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Transportation Engineers

32%

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

Transportation Engineers

7 of 15 at risk
86%Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.
84%Estimate transportation project costs.
72%Prepare project budgets, schedules, or specifications for labor or materials.
53%Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.
52%Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

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 +$1,430(+1%) vs Transportation Engineers
Transportation EngineersMining and Geological Engineers, Including Mining Safety Engineers
10th
$65,920$62,500
25th
$78,790$81,040
Median
$99,590$101,020
75th
$128,290$129,860
90th
$160,990$163,740

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