Takeover Tracker
vs

40 shared · 11 different

core competencies

Side-by-Side Comparison

MetricInsurance Claims ClerksSecretaries and Administrative Assistants, Except Legal, Medical, and Executive
Risk Score49.3%52.9%
Risk TierMedium RiskHigh Risk
Risk Percentile97th99th
Tasks at Risk (>50%)10 / 1211 / 15
Median Salary$48,450$46,290
Employment229K1.7M

Skill Comparison

|

Sorted by largest difference

Clerical
Evaluating Information to Determine Compliance with Standards
Scheduling Work and Activities
Customer and Personal Service
Performing Administrative Activities
Interpreting the Meaning of Information for Others
Time Management
WritingAI-Augmented
Documenting/Recording Information
Updating and Using Relevant Knowledge
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Insurance Claims Clerks

26%

total discount

Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

11 of 15 at risk
86%Perform payroll functions, such as maintaining timekeeping information and processing and submitting payroll.
86%Maintain scheduling and event calendars.
86%Complete forms in accordance with company procedures.
86%Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.
84%Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.

Wage Comparison

Secretaries and Administrative Assistants, Except Legal, Medical, and Executive earns -$2,160(-4%) vs Insurance Claims Clerks
Insurance Claims ClerksSecretaries and Administrative Assistants, Except Legal, Medical, and Executive
10th
$36,900$31,600
25th
$41,600$37,770
Median
$48,450$46,290
75th
$59,500$55,650
90th
$73,100$64,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Insurance Claims Clerks20282035
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive20282035
20242030203520402045

Insurance Claims Clerks has a longer runway before significant displacement, projected 0 years later than Secretaries and Administrative Assistants, Except Legal, Medical, and Executive.

Risk-Adjusted Salary

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

Insurance Claims Clerks

$24,564

from $48,450

Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

$21,821

from $46,290

After adjusting for AI risk, Insurance Claims Clerks offers $2,743 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Insurance

0

Unique to Secretaries

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Decision Complexity
Insurance Claims ClerksSecretaries and Administrative Assistants, Except Legal, Medical, and Executive