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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

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

  • Determine salvage value on total-loss vehicle.

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

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

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

  • 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.

Technologies & Software

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