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Automation Risk Analysis

Will “Field Property Loss Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #685 of 702. Estimated risk: 98.0%

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AI Exposure Risk

47%

“Field Property Loss Specialist” 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%

“Field Property Loss Specialist” 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.

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

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

  • Determine salvage value on total-loss vehicle.

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

  • 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.

Technologies & Software

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