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Automation Risk Analysis

Will “Automotive Estimator (Auto 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 Estimator (Auto 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 Estimator (Auto 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.

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

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

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

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

  • Determine salvage value on total-loss vehicle.

Technologies & Software

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