Takeover Tracker
vs

54 shared · 9 different

core competencies

31%medium risk
Economists

Side-by-Side Comparison

MetricEnvironmental EconomistsEconomists
Risk Score33.8%31.1%
Risk TierMedium RiskMedium Risk
Risk Percentile61th45th
Tasks at Risk (>50%)9 / 152 / 13
Median Salary$115,440$115,440
Employment16K16K

Skill Comparison

|

Sorted by largest difference

Estimating the Quantifiable Characteristics of Products, Events, or Information
Judging the Qualities of Things, Services, or People
Making Decisions and Solving Problems
English Language
Documenting/Recording Information
Thinking Creatively
Provide Consultation and Advice to Others
Law and Government
Speaking

Protective Factors

Higher values indicate stronger protection against AI displacement

Environmental Economists

29%

total discount

Economists

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Environmental Economists

9 of 15 at risk
85%Develop environmental research project plans, including information on budgets, goals, deliverables, timelines, and resource requirements.
55%Write research proposals and grant applications to obtain private or public funding for environmental and economic studies.
55%Write social, legal, or economic impact statements to inform decision makers for natural resource policies, standards, or programs.
53%Collect and analyze data to compare the environmental implications of economic policy or practice alternatives.
52%Write technical documents or academic articles to communicate study results or economic forecasts.

Economists

2 of 13 at risk
53%Forecast production and consumption of renewable resources and supply, consumption, and depletion of non-renewable resources.
51%Formulate recommendations, policies, or plans to solve economic problems or to interpret markets.
50%Compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.
49%Study the socioeconomic impacts of new public policies, such as proposed legislation, taxes, services, and regulations.
49%Conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.

Wage Comparison

Economists earns $0(0%) vs Environmental Economists
Environmental EconomistsEconomists
10th
$62,340$62,340
25th
$82,260$82,260
Median
$115,440$115,440
75th
$166,030$166,030
90th
$212,710$212,710

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Environmental Economists2028–2035
Economists2028–2035
20242030203520402045

Economists has a longer runway before significant displacement, projected 0 years later than Environmental Economists.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Environmental Economists

$76,421

from $115,440

Economists

$79,527

from $115,440

After adjusting for AI risk, Economists offers $3,105 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Environmental

0

Unique to Economists

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Regulatory Barriers
Decision Complexity
Creativity
Fine Manipulation
Environmental EconomistsEconomists
Environmental Economists vs Economists AI Risk — Takeover Tracker