Takeover Tracker

vs

70 shared · 6 different

core competencies

32%medium risk
Industrial Ecologists

Side-by-Side Comparison

MetricGeoscientists, Except Hydrologists and GeographersIndustrial Ecologists
Risk Score28.9%32.2%
Risk TierMedium RiskMedium Risk
Risk Percentile33th52th
Tasks at Risk (>50%)5 / 157 / 15
Median Salary$99,240$80,060
Employment23K85K

Skill Comparison

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Sorted by largest difference

Physics
Geography
Education and Training
Documenting/Recording Information
Training and Teaching Others
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Geoscientists, Except Hydrologists and Geographers

32%

total discount

Industrial Ecologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Geoscientists, Except Hydrologists and Geographers

5 of 15 at risk
84%Review environmental, historical, or technical reports and publications for accuracy.
53%Analyze and interpret geological, geochemical, or geophysical information from sources such as survey data, well logs, bore holes, or aerial photos.
51%Study historical climate change indicators found in locations such as ice sheets or rock formations to develop climate change models.
51%Identify new sources of platinum group elements for industrial applications, such as automotive fuel cells or pollution abatement systems.
51%Locate potential sources of geothermal energy.

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 -$19,180(-19%) vs Geoscientists, Except Hydrologists and Geographers
Geoscientists, Except Hydrologists and GeographersIndustrial Ecologists
10th
$58,790$50,130
25th
$72,440$62,090
Median
$99,240$80,060
75th
$134,350$103,730
90th
$178,880$134,830

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