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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

  • Determine salvage value on total-loss vehicle.

  • 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.

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

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

  • 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

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