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Automation Risk Analysis

Will “Automotive Body Shop Estimator (Auto 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%

“Automotive Body Shop Estimator (Auto 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%

“Automotive Body Shop Estimator (Auto 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

  • Determine salvage value on total-loss vehicle.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles