Takeover Tracker
32%medium risk
Hydrologists
vs

61 shared · 18 different

core competencies

28%medium risk
Petroleum Engineers

Side-by-Side Comparison

MetricHydrologistsPetroleum Engineers
Risk Score31.9%28.3%
Risk TierMedium RiskMedium Risk
Risk Percentile50th31th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$92,060$141,280
Employment6K19K

Skill Comparison

|

Sorted by largest difference

Geography
Engineering and Technology
Communicating with Persons Outside Organization
Training and Teaching Others
Administration and Management
Monitoring and Controlling Resources
Interpreting the Meaning of Information for Others
English Language
Science
Judging the Qualities of Things, Services, or People
Analyzing Data or Information
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Hydrologists

32%

total discount

Petroleum Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Hydrologists

7 of 15 at risk
86%Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
59%Prepare reports or presentations describing research results, using illustrations, maps, appendices, and other information.
55%Develop computer models for hydrologic predictions.
51%Conduct research and communicate information to promote the conservation and preservation of water resources.
51%Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.

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 +$49,220(+53%) vs Hydrologists
HydrologistsPetroleum Engineers
10th
$60,010$78,840
25th
$73,330$107,330
Median
$92,060$141,280
75th
$114,940$191,100
90th
$139,420$228,790

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Hydrologists20282035
Petroleum Engineers20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Hydrologists

$62,739

from $92,060

Petroleum Engineers

$101,312

from $141,280

After adjusting for AI risk, Petroleum Engineers offers $38,573 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Hydrologists

0

Unique to Petroleum

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
HydrologistsPetroleum Engineers