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Automation Risk Analysis

Will “Auto Body 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 Body 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 Body 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.

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

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

  • Determine salvage value on total-loss vehicle.

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

  • 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.

Technologies & Software

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