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Automation Risk Analysis

Will “Insurance Appraiser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Insurance 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%

“Insurance 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.

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

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

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

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

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

Technologies & Software

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