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Automation Risk Analysis

Will “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%

“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%

“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

  • 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.

  • Determine salvage value on total-loss vehicle.

  • 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.

  • 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.

Technologies & Software

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