Takeover Tracker

vs

51 shared · 14 different

core competencies

Side-by-Side Comparison

MetricInsurance Appraisers, Auto DamageProduction, Planning, and Expediting Clerks
Risk Score36.0%47.8%
Risk TierMedium RiskMedium Risk
Risk Percentile69th95th
Tasks at Risk (>50%)6 / 1013 / 15
Median Salary$76,650$57,770
Employment8K385K

Skill Comparison

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Sorted by largest difference

Production and Processing
Customer and Personal Service
Administration and Management
Resolving Conflicts and Negotiating with Others
MathematicsAI-Vulnerable
Communicating with Persons Outside Organization
Mechanical
Coordinating the Work and Activities of Others
Documenting/Recording Information
Monitor Processes, Materials, or Surroundings
Guiding, Directing, and Motivating Subordinates
MonitoringAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Insurance Appraisers, Auto Damage

29%

total discount

Production, Planning, and Expediting Clerks

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Insurance Appraisers, Auto Damage

6 of 10 at risk
87%Prepare insurance forms to indicate repair cost estimates and recommendations.
84%Contact vendors to locate replacement parts for vehicles.
71%Estimate parts and labor to repair damage, using standard automotive labor and parts cost manuals and knowledge of automotive repair.
59%Determine salvage value on total-loss vehicle.
57%Evaluate practicality of repair as opposed to payment of market value of vehicle before accident.

Production, Planning, and Expediting Clerks

13 of 15 at risk
88%Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.
87%Record production data, including volume produced, consumption of raw materials, or quality control measures.
87%Requisition and maintain inventories of materials or supplies necessary to meet production demands.
86%Distribute production schedules or work orders to departments.
86%Maintain files, such as maintenance records, bills of lading, or cost reports.

Wage Comparison

Production, Planning, and Expediting Clerks earns -$18,880(-25%) vs Insurance Appraisers, Auto Damage
Insurance Appraisers, Auto DamageProduction, Planning, and Expediting Clerks
10th
$56,690$38,570
25th
$64,280$46,600
Median
$76,650$57,770
75th
$86,430$71,480
90th
$101,800$84,810

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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