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Automation Risk Analysis

Will “Automotive Estimatics Inspector (Auto Estimatics Inspector)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Automotive Estimatics Inspector (Auto Estimatics Inspector)” 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 Estimatics Inspector (Auto Estimatics Inspector)” 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.

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

  • 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.

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

  • 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.

Technologies & Software

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