Takeover Tracker
28%medium risk
Petroleum Engineers
vs

64 shared · 20 different

core competencies

36%medium risk
Industrial Engineers

Side-by-Side Comparison

MetricPetroleum EngineersIndustrial Engineers
Risk Score28.3%35.9%
Risk TierMedium RiskMedium Risk
Risk Percentile31th68th
Tasks at Risk (>50%)5 / 159 / 15
Median Salary$141,280$101,140
Employment19K350K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Controlling Machines and Processes
Physics
Mechanical
Economics and Accounting
Education and Training
Estimating the Quantifiable Characteristics of Products, Events, or Information
Design
Analyzing Data or Information
Engineering and Technology
Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Petroleum Engineers

31%

total discount

Industrial Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Industrial Engineers

9 of 15 at risk
87%Complete production reports, purchase orders, and material, tool, and equipment lists.
85%Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.
85%Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.
55%Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
53%Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.

Wage Comparison

Industrial Engineers earns -$40,140(-28%) vs Petroleum Engineers
Petroleum EngineersIndustrial Engineers
10th
$78,840$70,000
25th
$107,330$81,910
Median
$141,280$101,140
75th
$191,100$127,480
90th
$228,790$157,140

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Petroleum Engineers2028–2035
Industrial Engineers2028–2035
20242030203520402045

Petroleum Engineers has a longer runway before significant displacement, projected 0 years later than Industrial Engineers.

Risk-Adjusted Salary

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

Petroleum Engineers

$101,312

from $141,280

Industrial Engineers

$64,841

from $101,140

After adjusting for AI risk, Petroleum Engineers offers $36,471 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Petroleum

0

Unique to Industrial

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Petroleum EngineersIndustrial Engineers
Find transitions from Petroleum EngineersFind transitions from Industrial Engineers