Takeover Tracker
31%medium risk
Actuaries
vs

54 shared · 19 different

core competencies

37%medium risk
Cost Estimators

Side-by-Side Comparison

MetricActuariesCost Estimators
Risk Score31.1%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile44th72th
Tasks at Risk (>50%)4 / 158 / 14
Median Salary$125,770$77,070
Employment28K220K

Skill Comparison

|

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
MathematicsAI-Vulnerable
Economics and Accounting
Systems Evaluation
Analyzing Data or Information
Making Decisions and Solving Problems
Interpreting the Meaning of Information for Others
Problem Sensitivity
Complex Problem SolvingAI-Resistant
Processing Information
Judgment and Decision MakingAI-Augmented
Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Actuaries

30%

total discount

Cost Estimators

29%

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.

Cost Estimators

8 of 14 at risk
87%Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.
86%Collect historical cost data to estimate costs for current or future products.
84%Prepare estimates for use in selecting vendors or subcontractors.
66%Prepare and maintain a directory of suppliers, contractors and subcontractors.
55%Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.

Wage Comparison

Cost Estimators earns -$48,700(-39%) vs Actuaries
ActuariesCost Estimators
10th
$75,240$46,330
25th
$90,970$59,830
Median
$125,770$77,070
75th
$164,860$99,630
90th
$206,430$128,640

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Actuaries20282035
Cost Estimators20282035
20242030203520402045

Actuaries has a longer runway before significant displacement, projected 0 years later than Cost Estimators.

Risk-Adjusted Salary

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

Actuaries

$86,718

from $125,770

Cost Estimators

$48,593

from $77,070

After adjusting for AI risk, Actuaries offers $38,126 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Actuaries

0

Unique to Cost

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Regulatory Barriers
ActuariesCost Estimators