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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

  • 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.

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

  • Determine salvage value on total-loss vehicle.

  • 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.

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

Technologies & Software

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