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Automation Risk Analysis

Will “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%

“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%

“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.

  • 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.

  • 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.

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

Technologies & Software

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