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Automation Risk Analysis

Will “Automobile Appraiser (Auto Appraiser)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Automobile Appraiser (Auto 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%

“Automobile Appraiser (Auto 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

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

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

  • 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.

  • 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.

Technologies & Software

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