Takeover Tracker

vs

63 shared · 15 different

core competencies

32%medium risk
Industrial Ecologists

Side-by-Side Comparison

MetricNatural Sciences ManagersIndustrial Ecologists
Risk Score27.3%32.2%
Risk TierMedium RiskMedium Risk
Risk Percentile26th52th
Tasks at Risk (>50%)3 / 157 / 15
Median Salary$161,180$80,060
Employment101K85K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Engineering and Technology
Management of Personnel Resources
Operations Analysis
Estimating the Quantifiable Characteristics of Products, Events, or Information
Production and Processing
Organizing, Planning, and Prioritizing Work
Education and Training
Speech Clarity
Time Management
Scheduling Work and Activities
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Natural Sciences Managers

32%

total discount

Industrial Ecologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Natural Sciences Managers

3 of 15 at risk
84%Prepare and administer budgets, approve and review expenditures, and prepare financial reports.
53%Conduct own research in field of expertise.
52%Prepare project proposals.
49%Design or coordinate successive phases of problem analysis, solution proposals, or testing.
47%Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.

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 -$81,120(-50%) vs Natural Sciences Managers
Natural Sciences ManagersIndustrial Ecologists
10th
$79,830$50,130
25th
$114,110$62,090
Median
$161,180$80,060
75th
$214,820$103,730
90th
$239,200$134,830

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Head-to-head task automation timeline
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Natural Sciences Managers: Not yetIndustrial Ecologists: Not yet