Takeover Tracker
49%medium risk
Insurance Claims Clerks
vs

45 shared · 8 different

core competencies

52%high risk
Medical Secretaries

Side-by-Side Comparison

MetricInsurance Claims ClerksMedical Secretaries
Risk Score49.3%52.4%
Risk TierMedium RiskHigh Risk
Risk Percentile97th98th
Tasks at Risk (>50%)10 / 1213 / 15
Median Salary$48,450$44,640
Employment229K831K

Skill Comparison

|

Sorted by largest difference

Scheduling Work and Activities
Evaluating Information to Determine Compliance with Standards
Assisting and Caring for Others
Reading ComprehensionAI-Vulnerable
Near Vision
Interpreting the Meaning of Information for Others
Coordinating the Work and Activities of Others
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Insurance Claims Clerks

26%

total discount

Medical Secretaries

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.

Medical Secretaries

13 of 15 at risk
88%Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.
87%Transmit correspondence or medical records by mail, e-mail, or fax.
86%Maintain medical records, technical library, or correspondence files.
86%Receive and route messages or documents, such as laboratory results, to appropriate staff.
85%Operate office equipment, such as voice mail messaging systems, and use word processing, spreadsheet, or other software applications to prepare reports, invoices, financial statements, letters, case histories, or medical records.

Wage Comparison

Medical Secretaries earns -$3,810(-8%) vs Insurance Claims Clerks
Insurance Claims ClerksMedical Secretaries
10th
$36,900$35,050
25th
$41,600$37,880
Median
$48,450$44,640
75th
$59,500$49,720
90th
$73,100$60,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Insurance Claims Clerks2028–2035
Medical Secretaries2028–2035
20242030203520402045

Insurance Claims Clerks has a longer runway before significant displacement, projected 0 years later than Medical Secretaries.

Risk-Adjusted Salary

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

Insurance Claims Clerks

$24,564

from $48,450

Medical Secretaries

$21,258

from $44,640

After adjusting for AI risk, Insurance Claims Clerks offers $3,307 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Insurance

0

Unique to Medical

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Social Intelligence
Insurance Claims ClerksMedical Secretaries
Find transitions from Insurance Claims ClerksFind transitions from Medical Secretaries