Takeover Tracker

32%medium risk
Industrial Ecologists
vs

54 shared · 27 different

core competencies

Side-by-Side Comparison

MetricIndustrial EcologistsForestry and Conservation Science Teachers, Postsecondary
Risk Score32.2%32.4%
Risk TierMedium RiskMedium Risk
Risk Percentile52th53th
Tasks at Risk (>50%)7 / 156 / 15
Median Salary$80,060$100,830
Employment85K1K

Skill Comparison

|

Sorted by largest difference

Education and Training
Biology
Training and Teaching Others
Production and Processing
Speech Clarity
Performing for or Working Directly with the Public
InstructingAI-Resistant
Estimating the Quantifiable Characteristics of Products, Events, or Information
Learning Strategies
Judgment and Decision MakingAI-Augmented
MathematicsAI-Vulnerable
Flexibility of Closure

Protective Factors

Higher values indicate stronger protection against AI displacement

Industrial Ecologists

30%

total discount

Forestry and Conservation Science Teachers, Postsecondary

31%

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.

Forestry and Conservation Science Teachers, Postsecondary

6 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
73%Prepare course materials, such as syllabi, homework assignments, and handouts.
72%Compile, administer, and grade examinations, or assign this work to others.
66%Evaluate and grade students' class work, assignments, and papers.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.

Wage Comparison

Forestry and Conservation Science Teachers, Postsecondary earns +$20,770(+26%) vs Industrial Ecologists
Industrial EcologistsForestry and Conservation Science Teachers, Postsecondary
10th
$50,130$58,670
25th
$62,090$81,380
Median
$80,060$100,830
75th
$103,730$125,080
90th
$134,830$154,630

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