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Automation Risk Analysis

Will “Automotive Claims Adjuster (Auto Claims Adjuster)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Automotive Claims Adjuster (Auto Claims Adjuster)” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 47% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Automotive Claims Adjuster (Auto Claims Adjuster)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Insurance Appraisers, Auto Damage, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Appraise automobile or other vehicle damage to determine repair costs for insurance claim settlement. Prepare insurance forms to indicate repair cost or cost estimates and recommendations. May seek agreement with automotive repair shop on repair costs.

Avg. Annual Salary $77,050
Avg. Hourly Wage $37.04
Available Jobs (US) 7,790
Job Title & Hierarchy Code (SOC) Insurance Appraisers, Auto Damage #13-1032
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Insurance Appraisers, Auto Damage”

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Core Skills & Abilities

  • Estimate parts and labor to repair damage, using standard automotive labor and parts cost manuals and knowledge of automotive repair.

  • Evaluate practicality of repair as opposed to payment of market value of vehicle before accident.

  • Prepare insurance forms to indicate repair cost estimates and recommendations.

  • Arrange to have damage appraised by another appraiser to resolve disagreement with shop on repair cost.

  • Examine damaged vehicle to determine extent of structural, body, mechanical, electrical, or interior damage.

  • Review repair cost estimates with automobile repair shop to secure agreement on cost of repairs.

  • Determine salvage value on total-loss vehicle.

Technologies & Software

  • Adobe Acrobat
  • ChatGPT (OpenAI)
  • Solera Audatex Estimating
  • Microsoft Windows
  • Vertafore ImageRight
  • Microsoft PowerPoint
  • DataRobot
  • Information Services Inc. CCC Pathways Appraisal Solution
  • Web browser software
  • Microsoft Word
  • Microsoft Copilot
  • Meta Business AI
  • Email software
  • Alteryx AI
  • A-T Solutions Easy Street Draw
  • Gemini for Workspace
  • Cost estimating software
  • Swan River Software Estimiser Pro
  • Claude (Anthropic)
  • App Software Associations AppTrak.net
  • NCH Software Express Invoice
  • Disassembler software
  • Microsoft Office software
  • Meridian Technologies SurePoint
  • Microsoft Outlook
  • Mitchell International Mitchell WorkCenter
  • Planful AI
  • Microsoft Excel
  • Perplexity AI
  • Tableau AI
  • Web-Est estimating software
  • Napkin AI
  • Laptop computers
  • Laser facsimile machines"
  • Measuring tapes
  • Tablet computers
  • Measure markers
  • Desktop computers
  • Compact digital cameras
  • Computer laser printers
  • Hand calculators
  • Tire tread depth gauges
  • Electronic digital theodolites