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Automation Risk Analysis

Will “Appraiser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“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%

“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

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

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

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

  • 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.

  • Determine salvage value on total-loss vehicle.

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

Technologies & Software

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