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Automation Risk Analysis

Will “Automobile Body Estimator (Auto Body 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 Body Estimator (Auto Body 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 Body Estimator (Auto Body 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

  • 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.

  • 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.

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

  • 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

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