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Automation Risk Analysis

Will “Claims Appraiser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Claims 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%

“Claims 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

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

  • Determine salvage value on total-loss vehicle.

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

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

  • 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.

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

Technologies & Software

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