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Automation Risk Analysis

Will “Collision Appraiser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Collision 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%

“Collision 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.

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

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

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

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

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

  • Determine salvage value on total-loss vehicle.

Technologies & Software

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