Takeover Tracker
32%medium risk
Hydrologists
vs

62 shared · 13 different

core competencies

32%medium risk
Industrial Ecologists

Side-by-Side Comparison

MetricHydrologistsIndustrial Ecologists
Risk Score31.9%32.2%
Risk TierMedium RiskMedium Risk
Risk Percentile50th52th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$92,060$80,060
Employment6K85K

Skill Comparison

|

Sorted by largest difference

Physics
Geography
Education and Training
MathematicsAI-Vulnerable
Monitor Processes, Materials, or Surroundings
Provide Consultation and Advice to Others
Law and Government
Documenting/Recording Information
Organizing, Planning, and Prioritizing Work
Estimating the Quantifiable Characteristics of Products, Events, or Information
Computers and Electronics
Judgment and Decision MakingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Hydrologists

32%

total discount

Industrial Ecologists

30%

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.

Industrial Ecologists

7 of 15 at risk
85%Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change.
57%Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.
55%Prepare technical and research reports such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
53%Identify sustainable alternatives to industrial or waste management practices.
51%Identify environmental impacts caused by products, systems, or projects.

Wage Comparison

Industrial Ecologists earns -$12,000(-13%) vs Hydrologists
HydrologistsIndustrial Ecologists
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

Hydrologists20282035
Industrial Ecologists20282035
20242030203520402045

Hydrologists has a longer runway before significant displacement, projected 0 years later than Industrial Ecologists.

Risk-Adjusted Salary

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

Hydrologists

$62,739

from $92,060

Industrial Ecologists

$54,289

from $80,060

After adjusting for AI risk, Hydrologists offers $8,450 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Hydrologists

0

Unique to Industrial

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Decision Complexity
HydrologistsIndustrial Ecologists