Takeover Tracker
45%medium risk
Tax Preparers
vs

39 shared · 19 different

core competencies

41%medium risk
Eligibility Interviewers, Government Programs

Side-by-Side Comparison

MetricTax PreparersEligibility Interviewers, Government Programs
Risk Score44.6%40.8%
Risk TierMedium RiskMedium Risk
Risk Percentile90th83th
Tasks at Risk (>50%)8 / 1210 / 15
Median Salary$50,560$51,500
Employment74K156K

Skill Comparison

|

Sorted by largest difference

Economics and Accounting
Customer and Personal Service
Provide Consultation and Advice to Others
Communicating with Persons Outside Organization
MathematicsAI-Vulnerable
Speaking
Number Facility
Written Expression
Assisting and Caring for Others
Speech Clarity
Performing Administrative Activities
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Tax Preparers

26%

total discount

Eligibility Interviewers, Government Programs

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Tax Preparers

8 of 12 at risk
88%Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.
86%Schedule appointments with clients.
86%Calculate form preparation fees according to return complexity and processing time required.
84%Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.
84%Review financial records such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.

Eligibility Interviewers, Government Programs

10 of 15 at risk
88%Schedule benefits claimants for adjudication interviews to address questions of eligibility.
86%Keep records of assigned cases, and prepare required reports.
86%Monitor the payments of benefits throughout the duration of a claim.
86%Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.
84%Check with employers or other references to verify answers and obtain further information.

Wage Comparison

Eligibility Interviewers, Government Programs earns +$940(+2%) vs Tax Preparers
Tax PreparersEligibility Interviewers, Government Programs
10th
$30,500$37,690
25th
$37,750$43,850
Median
$50,560$51,500
75th
$75,590$61,680
90th
$96,240$72,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tax Preparers2028–2035
Eligibility Interviewers, Government Programs2028–2035
20242030203520402045

Eligibility Interviewers, Government Programs has a longer runway before significant displacement, projected 0 years later than Tax Preparers.

Risk-Adjusted Salary

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

Tax Preparers

$28,025

from $50,560

Eligibility Interviewers, Government Programs

$30,498

from $51,500

After adjusting for AI risk, Eligibility Interviewers, Government Programs offers $2,473 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Tax

0

Unique to Eligibility

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Decision Complexity
Regulatory Barriers
Tax PreparersEligibility Interviewers, Government Programs
Find transitions from Tax PreparersFind transitions from Eligibility Interviewers, Government Programs