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Automation Risk Analysis

Will “Body Shop Estimator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Body Shop 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%

“Body Shop 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

  • 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.

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

  • Determine salvage value on total-loss vehicle.

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

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

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

Technologies & Software

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