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Automation Risk Analysis

Will “Property Field Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Property Field 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%

“Property Field 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

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

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

  • Determine salvage value on total-loss vehicle.

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

  • 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.

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

Technologies & Software

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