Takeover Tracker

31%medium risk
Actuaries
vs

56 shared · 14 different

core competencies

38%medium risk
Statisticians

Side-by-Side Comparison

MetricActuariesStatisticians
Risk Score31.1%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile44th75th
Tasks at Risk (>50%)4 / 159 / 15
Median Salary$125,770$103,300
Employment28K30K

Skill Comparison

|

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
Science
Systems Evaluation
Administration and Management
MathematicsAI-Vulnerable
ProgrammingAI-Vulnerable
Judgment and Decision MakingAI-Augmented
Systems AnalysisAI-Augmented
Developing and Building Teams
NegotiationAI-Resistant
Getting Information
Complex Problem SolvingAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Actuaries

30%

total discount

Statisticians

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Actuaries

4 of 15 at risk
75%Determine policy contract provisions for each type of insurance.
55%Design, review and help administer insurance, annuity and pension plans, determining financial soundness and calculating premiums.
53%Analyze statistical information to estimate mortality, accident, sickness, disability, and retirement rates.
51%Construct probability tables for events such as fires, natural disasters, and unemployment, based on analysis of statistical data and other pertinent information.
49%Provide expertise to help financial institutions manage risks and maximize returns associated with investment products or credit offerings.

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 -$22,470(-18%) vs Actuaries
ActuariesStatisticians
10th
$75,240$60,390
25th
$90,970$79,210
Median
$125,770$103,300
75th
$164,860$137,610
90th
$206,430$170,700

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Head-to-head task automation timeline
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Actuaries: Not yetStatisticians: Not yet