Takeover Tracker

32%medium risk
Industrial Ecologists
vs

57 shared · 21 different

core competencies

Side-by-Side Comparison

MetricIndustrial EcologistsClimate Change Analysts
Risk Score32.2%32.5%
Risk TierMedium RiskMedium Risk
Risk Percentile52th54th
Tasks at Risk (>50%)7 / 156 / 14
Median Salary$80,060$80,060
Employment85K85K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Chemistry
Science
Communicating with Persons Outside Organization
Establishing and Maintaining Interpersonal Relationships
Training and Teaching Others
Education and Training
Monitor Processes, Materials, or Surroundings
Law and Government
Organizing, Planning, and Prioritizing Work
Mathematical Reasoning
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Industrial Ecologists

30%

total discount

Climate Change Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Climate Change Analysts

6 of 14 at risk
86%Gather and review climate-related studies from government agencies, research laboratories, and other organizations.
84%Prepare grant applications to obtain funding for programs related to climate change, environmental management, or sustainability.
55%Write reports or academic papers to communicate findings of climate-related studies.
53%Provide analytical support for policy briefs related to renewable energy, energy efficiency, or climate change.
50%Review existing policies or legislation to identify environmental impacts.

Wage Comparison

Climate Change Analysts earns $0(0%) vs Industrial Ecologists
Industrial EcologistsClimate Change Analysts
10th
$50,130$50,130
25th
$62,090$62,090
Median
$80,060$80,060
75th
$103,730$103,730
90th
$134,830$134,830

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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