Takeover Tracker
vs

41 shared · 10 different

core competencies

Side-by-Side Comparison

MetricBookkeeping, Accounting, and Auditing ClerksInsurance Claims Clerks
Risk Score55.7%49.3%
Risk TierHigh RiskMedium Risk
Risk Percentile99th97th
Tasks at Risk (>50%)14 / 1510 / 12
Median Salary$49,210$48,450
Employment1.5M229K

Skill Comparison

|

Sorted by largest difference

Mathematical Reasoning
Economics and Accounting
Evaluating Information to Determine Compliance with Standards
Number Facility
Interpreting the Meaning of Information for Others
Speech Recognition
Speaking
Assisting and Caring for Others
MathematicsAI-Vulnerable
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Bookkeeping, Accounting, and Auditing Clerks

23%

total discount

Insurance Claims Clerks

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Bookkeeping, Accounting, and Auditing Clerks

14 of 15 at risk
87%Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.
87%Monitor status of loans and accounts to ensure that payments are up to date.
86%Code documents according to company procedures.
83%Perform personal bookkeeping services.
73%Prepare bank deposits by compiling data from cashiers, verifying and balancing receipts, and sending cash, checks, or other forms of payment to banks.

Insurance Claims Clerks

10 of 12 at risk
86%Enter insurance and claims related information into database systems.
86%Post or attach information to claim file.
86%Transmit claims for payment or further investigation.
86%Apply insurance rating systems.
84%Calculate amount of claim.

Wage Comparison

Insurance Claims Clerks earns -$760(-2%) vs Bookkeeping, Accounting, and Auditing Clerks
Bookkeeping, Accounting, and Auditing ClerksInsurance Claims Clerks
10th
$34,600$36,900
25th
$41,390$41,600
Median
$49,210$48,450
75th
$60,220$59,500
90th
$72,660$73,100

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bookkeeping, Accounting, and Auditing Clerks20282035
Insurance Claims Clerks20282035
20242030203520402045

Insurance Claims Clerks has a longer runway before significant displacement, projected 0 years later than Bookkeeping, Accounting, and Auditing Clerks.

Risk-Adjusted Salary

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

Bookkeeping, Accounting, and Auditing Clerks

$21,790

from $49,210

Insurance Claims Clerks

$24,564

from $48,450

After adjusting for AI risk, Insurance Claims Clerks offers $2,774 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bookkeeping,

0

Unique to Insurance

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Decision Complexity
Creativity
Bookkeeping, Accounting, and Auditing ClerksInsurance Claims Clerks