Takeover Tracker

vs

49 shared · 17 different

core competencies

38%medium risk
Statisticians

Side-by-Side Comparison

MetricEnvironmental EconomistsStatisticians
Risk Score33.8%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile61th75th
Tasks at Risk (>50%)9 / 159 / 15
Median Salary$115,440$103,300
Employment16K30K

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 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.

Statisticians

9 of 15 at risk
71%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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