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Automation Risk Analysis

Will “Automobile Damage Estimator (Auto Damage Estimator)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Automobile Damage Estimator (Auto Damage 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%

“Automobile Damage Estimator (Auto Damage 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

  • 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.

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

  • Determine salvage value on total-loss vehicle.

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

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

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

Technologies & Software

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