Takeover Tracker
33%medium risk
Mining and Geological Engineers, Including Mining Safety Engineers
vs

66 shared · 25 different

core competencies

30%medium risk
Brownfield Redevelopment Specialists and Site Managers

Side-by-Side Comparison

MetricMining and Geological Engineers, Including Mining Safety EngineersBrownfield Redevelopment Specialists and Site Managers
Risk Score33.0%29.6%
Risk TierMedium RiskMedium Risk
Risk Percentile57th36th
Tasks at Risk (>50%)5 / 155 / 15
Median Salary$101,020$136,550
Employment7K631K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Communicating with Persons Outside Organization
Engineering and Technology
Law and Government
MathematicsAI-Vulnerable
Monitoring and Controlling Resources
Science
Processing Information
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Customer and Personal Service
Training and Teaching Others
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Mining and Geological Engineers, Including Mining Safety Engineers

31%

total discount

Brownfield Redevelopment Specialists and Site Managers

32%

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.

Brownfield Redevelopment Specialists and Site Managers

5 of 15 at risk
86%Maintain records of decisions, actions, and progress related to environmental redevelopment projects.
84%Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress.
84%Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects.
80%Coordinate the disposal of hazardous waste.
51%Identify and apply for project funding.

Wage Comparison

Brownfield Redevelopment Specialists and Site Managers earns +$35,530(+35%) vs Mining and Geological Engineers, Including Mining Safety Engineers
Mining and Geological Engineers, Including Mining Safety EngineersBrownfield Redevelopment Specialists and Site Managers
10th
$62,500$68,860
25th
$81,040$100,010
Median
$101,020$136,550
75th
$129,860$179,190
90th
$163,740$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Mining and Geological Engineers, Including Mining Safety Engineers2028–2035
Brownfield Redevelopment Specialists and Site Managers2028–2035
20242030203520402045

Brownfield Redevelopment Specialists and Site Managers 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%)

Mining and Geological Engineers, Including Mining Safety Engineers

$67,663

from $101,020

Brownfield Redevelopment Specialists and Site Managers

$96,159

from $136,550

After adjusting for AI risk, Brownfield Redevelopment Specialists and Site Managers offers $28,495 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Mining

0

Unique to Brownfield

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Decision Complexity
Creativity
Mining and Geological Engineers, Including Mining Safety EngineersBrownfield Redevelopment Specialists and Site Managers
Find transitions from Mining and Geological Engineers, Including Mining Safety EngineersFind transitions from Brownfield Redevelopment Specialists and Site Managers