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Automation Risk Analysis

Will “Material 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%

“Material 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%

“Material 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

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

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

  • Determine salvage value on total-loss vehicle.

  • 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.

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

Technologies & Software

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