Takeover Tracker
32%medium risk
Hydrologists
vs

64 shared · 23 different

core competencies

32%medium risk
Environmental Restoration Planners

Side-by-Side Comparison

MetricHydrologistsEnvironmental Restoration Planners
Risk Score31.9%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile50th51th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$92,060$80,060
Employment6K85K

Skill Comparison

|

Sorted by largest difference

Physics
MathematicsAI-Vulnerable
Biology
Analyzing Data or Information
Interpreting the Meaning of Information for Others
Engineering and Technology
Law and Government
Mathematical Reasoning
MathematicsAI-Vulnerable
Performing Administrative Activities
Interacting With Computers
Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Hydrologists

32%

total discount

Environmental Restoration Planners

32%

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.

Environmental Restoration Planners

7 of 15 at risk
84%Develop environmental restoration project schedules and budgets.
84%Apply for permits required for the implementation of environmental remediation projects.
78%Create diagrams to communicate environmental remediation planning, using geographic information systems (GIS), computer-aided design (CAD), or other mapping or diagramming software.
55%Write grants to obtain funding for restoration projects.
51%Collect and analyze data to determine environmental conditions and restoration needs.

Wage Comparison

Environmental Restoration Planners earns -$12,000(-13%) vs Hydrologists
HydrologistsEnvironmental Restoration Planners
10th
$60,010$50,130
25th
$73,330$62,090
Median
$92,060$80,060
75th
$114,940$103,730
90th
$139,420$134,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Hydrologists2028–2035
Environmental Restoration Planners2028–2035
20242030203520402045

Hydrologists has a longer runway before significant displacement, projected 0 years later than Environmental Restoration Planners.

Risk-Adjusted Salary

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

Hydrologists

$62,739

from $92,060

Environmental Restoration Planners

$54,505

from $80,060

After adjusting for AI risk, Hydrologists offers $8,234 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Hydrologists

0

Unique to Environmental

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
HydrologistsEnvironmental Restoration Planners
Find transitions from HydrologistsFind transitions from Environmental Restoration Planners