Takeover Tracker
31%medium risk
Actuaries
vs

39 shared · 35 different

core competencies

36%medium risk
Compensation, Benefits, and Job Analysis Specialists

Side-by-Side Comparison

MetricActuariesCompensation, Benefits, and Job Analysis Specialists
Risk Score31.1%36.4%
Risk TierMedium RiskMedium Risk
Risk Percentile44th70th
Tasks at Risk (>50%)4 / 159 / 15
Median Salary$125,770$77,020
Employment28K102K

Skill Comparison

|

Sorted by largest difference

Personnel and Human Resources
MathematicsAI-Vulnerable
Mathematical Reasoning
Number Facility
Customer and Personal Service
MathematicsAI-Vulnerable
Economics and Accounting
Estimating the Quantifiable Characteristics of Products, Events, or Information
Judgment and Decision MakingAI-Augmented
Systems Evaluation
Analyzing Data or Information
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Actuaries

30%

total discount

Compensation, Benefits, and Job Analysis Specialists

30%

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.

Compensation, Benefits, and Job Analysis Specialists

9 of 15 at risk
86%Prepare reports, such as organization and flow charts, and career path reports to summarize job analysis and evaluation and compensation analysis information.
84%Ensure company compliance with federal and state laws, including reporting requirements.
80%Administer employee insurance, pension and savings plans, working with insurance brokers and plan carriers.
68%Prepare occupational classifications, job descriptions, and salary scales.
56%Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers.

Wage Comparison

Compensation, Benefits, and Job Analysis Specialists earns -$48,750(-39%) vs Actuaries
ActuariesCompensation, Benefits, and Job Analysis Specialists
10th
$75,240$48,300
25th
$90,970$59,700
Median
$125,770$77,020
75th
$164,860$99,210
90th
$206,430$128,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Actuaries2028–2035
Compensation, Benefits, and Job Analysis Specialists2028–2035
20242030203520402045

Actuaries has a longer runway before significant displacement, projected 0 years later than Compensation, Benefits, and Job Analysis Specialists.

Risk-Adjusted Salary

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

Actuaries

$86,718

from $125,770

Compensation, Benefits, and Job Analysis Specialists

$48,954

from $77,020

After adjusting for AI risk, Actuaries offers $37,765 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Actuaries

0

Unique to Compensation,

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
ActuariesCompensation, Benefits, and Job Analysis Specialists
Find transitions from ActuariesFind transitions from Compensation, Benefits, and Job Analysis Specialists