Takeover Tracker
52%high risk
Medical Secretaries
vs

45 shared · 8 different

core competencies

49%medium risk
Insurance Claims Clerks

Side-by-Side Comparison

MetricMedical SecretariesInsurance Claims Clerks
Risk Score52.4%49.3%
Risk TierHigh RiskMedium Risk
Risk Percentile98th97th
Tasks at Risk (>50%)13 / 1510 / 12
Median Salary$44,640$48,450
Employment831K229K

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

Medical Secretaries

26%

total discount

Insurance Claims Clerks

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 +$3,810(+9%) vs Medical Secretaries
Medical SecretariesInsurance Claims Clerks
10th
$35,050$36,900
25th
$37,880$41,600
Median
$44,640$48,450
75th
$49,720$59,500
90th
$60,050$73,100

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Secretaries2028–2035
Insurance Claims Clerks2028–2035
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%)

Medical Secretaries

$21,258

from $44,640

Insurance Claims Clerks

$24,564

from $48,450

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 Medical

0

Unique to Insurance

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Social Intelligence
Medical SecretariesInsurance Claims Clerks
Find transitions from Medical SecretariesFind transitions from Insurance Claims Clerks