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Automation Risk Analysis

Will “Auto Collision Estimator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Auto Collision Estimator” 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%

“Auto Collision Estimator” 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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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