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Automation Risk Analysis

Will “Auto Damage Insurance Appraiser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Auto Damage Insurance Appraiser” 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%

“Auto Damage Insurance Appraiser” 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

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

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

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

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

  • Determine salvage value on total-loss vehicle.

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

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

Technologies & Software

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