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Automation Risk Analysis

Will “Vehicle Damage Appraiser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Vehicle Damage 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%

“Vehicle Damage 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.

  • Determine salvage value on total-loss vehicle.

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

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

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

  • 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.

Technologies & Software

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