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Automation Risk Analysis

Will “Estimator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“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%

“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

  • 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.

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

  • 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.

  • Determine salvage value on total-loss vehicle.

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

Technologies & Software

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