Takeover Tracker
35%medium risk
Chemical Engineers
vs

63 shared · 24 different

core competencies

28%medium risk
Petroleum Engineers

Side-by-Side Comparison

MetricChemical EngineersPetroleum Engineers
Risk Score35.4%28.3%
Risk TierMedium RiskMedium Risk
Risk Percentile67th31th
Tasks at Risk (>50%)8 / 145 / 15
Median Salary$121,860$141,280
Employment20K19K

Skill Comparison

|

Sorted by largest difference

Chemistry
Production and Processing
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Science
Inspecting Equipment, Structures, or Material
Processing Information
Training and Teaching Others
Selling or Influencing Others
MathematicsAI-Vulnerable
Thinking Creatively
Physics

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemical Engineers

32%

total discount

Petroleum Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chemical Engineers

8 of 14 at risk
85%Prepare estimate of production costs and production progress reports for management.
83%Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.
56%Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.
55%Monitor and analyze data from processes and experiments.
55%Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.

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.

Wage Comparison

Petroleum Engineers earns +$19,420(+16%) vs Chemical Engineers
Chemical EngineersPetroleum Engineers
10th
$78,520$78,840
25th
$96,040$107,330
Median
$121,860$141,280
75th
$152,290$191,100
90th
$182,150$228,790

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Chemical Engineers2028–2035
Petroleum Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Chemical Engineers

$78,673

from $121,860

Petroleum Engineers

$101,312

from $141,280

After adjusting for AI risk, Petroleum Engineers offers $22,639 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Chemical

0

Unique to Petroleum

Combined Protection Strategy

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

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
Chemical EngineersPetroleum Engineers
Find transitions from Chemical EngineersFind transitions from Petroleum Engineers