Takeover Tracker
31%medium risk
Actuaries
vs

41 shared · 31 different

core competencies

38%medium risk
Budget Analysts

Side-by-Side Comparison

MetricActuariesBudget Analysts
Risk Score31.1%38.1%
Risk TierMedium RiskMedium Risk
Risk Percentile44th75th
Tasks at Risk (>50%)4 / 155 / 13
Median Salary$125,770$87,930
Employment28K47K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Provide Consultation and Advice to Others
Making Decisions and Solving Problems
Thinking Creatively
Systems Evaluation
Interpreting the Meaning of Information for Others
MathematicsAI-Vulnerable
Guiding, Directing, and Motivating Subordinates
Estimating the Quantifiable Characteristics of Products, Events, or Information
Judgment and Decision MakingAI-Augmented
Analyzing Data or Information
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Actuaries

30%

total discount

Budget Analysts

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.

Budget Analysts

5 of 13 at risk
85%Match appropriations for specific programs with appropriations for broader programs, including items for emergency funds.
84%Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations.
55%Review operating budgets to analyze trends affecting budget needs.
53%Analyze monthly department budgeting and accounting reports to maintain expenditure controls.
51%Summarize budgets and submit recommendations for the approval or disapproval of funds requests.

Wage Comparison

Budget Analysts earns -$37,840(-30%) vs Actuaries
ActuariesBudget Analysts
10th
$75,240$60,510
25th
$90,970$72,240
Median
$125,770$87,930
75th
$164,860$110,380
90th
$206,430$134,640

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Actuaries20282035
Budget Analysts20282035
20242030203520402045

Actuaries has a longer runway before significant displacement, projected 0 years later than Budget Analysts.

Risk-Adjusted Salary

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

Actuaries

$86,718

from $125,770

Budget Analysts

$54,429

from $87,930

After adjusting for AI risk, Actuaries offers $32,290 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Actuaries

0

Unique to Budget

Combined Protection Strategy

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

Decision Complexity
Creativity
Regulatory Barriers
Fine Manipulation
ActuariesBudget Analysts
Actuaries vs Budget Analysts AI Risk — Takeover Tracker