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

Hydrologists2028–2035
Industrial Ecologists2028–2035
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
Hydrologists vs Industrial Ecologists AI Risk — Takeover Tracker