medium risk
Environmental Economistsvs
49 shared · 17 different
core competencies
medium risk
StatisticiansSide-by-Side Comparison
Environmental Economists leads 4–0| Metric | Environmental Economists | Statisticians |
|---|---|---|
| Risk Score | 33.8% | 37.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 61th | 75th |
| Tasks at Risk (>50%) | 9 / 15 | 9 / 15 |
| Median Salary | $115,440 | $103,300 |
| Employment | 16K | 30K |
Skill Comparison
|
Sorted by largest difference
MathematicsAI-Vulnerable
ProgrammingAI-Vulnerable
Science
Training and Teaching Others
Judging the Qualities of Things, Services, or People
Mathematical Reasoning
Getting Information
English Language
Education and Training
Information OrderingAI-Vulnerable
Number Facility
Deductive Reasoning
Protective Factors
Higher values indicate stronger protection against AI displacement
Environmental Economists
29%
total discount
Statisticians
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Environmental Economists
9 of 15 at risk85%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.
Statisticians
9 of 15 at risk71%Process large amounts of data for statistical modeling and graphic analysis, using computers.
70%Report results of statistical analyses, including information in the form of graphs, charts, and tables.
65%Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
53%Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
52%Develop software applications or programming to use for statistical modeling and graphic analysis.
Wage Comparison
Statisticians earns -$12,140(-11%) vs Environmental Economists
Environmental EconomistsStatisticians
10th
$62,340$60,390
25th
$82,260$79,210
Median
$115,440$103,300
75th
$166,030$137,610
90th
$212,710$170,700
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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