Takeover Tracker
51%high risk
Data Entry Keyers
vs

37 shared · 15 different

core competencies

49%medium risk
Insurance Claims Clerks

Side-by-Side Comparison

MetricData Entry KeyersInsurance Claims Clerks
Risk Score50.9%49.3%
Risk TierHigh RiskMedium Risk
Risk Percentile97th97th
Tasks at Risk (>50%)7 / 910 / 12
Median Salary$39,850$48,450
Employment135K229K

Skill Comparison

|

Sorted by largest difference

Judging the Qualities of Things, Services, or People
Wrist-Finger Speed
English Language
Law and Government
Oral Expression
Finger Dexterity
Analyzing Data or Information
Customer and Personal Service
Processing Information
Speaking
Performing Administrative Activities
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Data Entry Keyers

27%

total discount

Insurance Claims Clerks

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Data Entry Keyers

7 of 9 at risk
88%Maintain logs of activities and completed work.
87%Compare data with source documents, or re-enter data in verification format to detect errors.
86%Locate and correct data entry errors, or report them to supervisors.
85%Resolve garbled or indecipherable messages, using cryptographic procedures and equipment.
64%Compile, sort, and verify the accuracy of data before it is entered.

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 +$8,600(+22%) vs Data Entry Keyers
Data Entry KeyersInsurance Claims Clerks
10th
$30,100$36,900
25th
$34,900$41,600
Median
$39,850$48,450
75th
$47,260$59,500
90th
$56,930$73,100

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Data Entry Keyers2028–2035
Insurance Claims Clerks2028–2035
20242030203520402045

Insurance Claims Clerks has a longer runway before significant displacement, projected 0 years later than Data Entry Keyers.

Risk-Adjusted Salary

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

Data Entry Keyers

$19,570

from $39,850

Insurance Claims Clerks

$24,564

from $48,450

After adjusting for AI risk, Insurance Claims Clerks offers $4,994 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Data

0

Unique to Insurance

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Data Entry KeyersInsurance Claims Clerks
Find transitions from Data Entry KeyersFind transitions from Insurance Claims Clerks