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Automation Risk Analysis

Will “Railroad Car Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #538 of 702. Estimated risk: 90.0%

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AI Exposure Risk

54%

“Railroad Car Inspector” will maybe 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“Railroad Car 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 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Transportation Inspectors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect equipment or goods in connection with the safe transport of cargo or people. Includes rail transportation inspectors, such as freight inspectors, rail inspectors, and other inspectors of transportation vehicles not elsewhere classified.

Avg. Annual Salary $86,490
Avg. Hourly Wage $41.58
Available Jobs (US) 23,320
Job Title & Hierarchy Code (SOC) Transportation Inspectors #53-6051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Transportation Inspectors”

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Core Skills & Abilities

  • Determine cargo transportation capabilities by reading documents that set forth cargo loading and securing procedures, capacities, and stability factors.

  • Measure heights and widths of loads to ensure they will pass over bridges or through tunnels on scheduled routes.

  • Notify workers of any special treatment required for shipments.

  • Post warning signs on vehicles containing explosives or flammable or radioactive materials.

  • Inspect loaded cargo, cargo lashed to decks or in storage facilities, and cargo handling devices to determine compliance with health and safety regulations and need for maintenance.

  • Check temperatures and humidities of shipping and storage areas to ensure that they are at appropriate levels to protect cargo.

  • Inspect shipments to ensure that freight is securely braced and blocked.

  • Record details about freight conditions, handling of freight, and any problems encountered.

  • Advise crews in techniques of stowing dangerous and heavy cargo.

  • Observe loading of freight to ensure that crews comply with procedures.

  • Direct crews to reload freight or to insert additional bracing or packing as necessary.

  • Read draft markings to determine depths of vessels in water.

  • Calculate gross and net tonnage, hold capacities, volumes of stored fuel and water, cargo weights, and vessel stability factors, using mathematical formulas.

  • Visually inspect cargo for damage upon arrival or discharge.

  • Measure vessels' holds and depths of fuel and water in tanks, using sounding lines and tape measures.

  • Recommend remedial procedures to correct any violations found during inspections.

  • Prepare and submit reports after completion of freight shipments.

Technologies & Software

  • Google Android
  • Web browser software
  • Claude (Anthropic)
  • ChatGPT (OpenAI)
  • Qwen (Alibaba)
  • Tesla Autopilot
  • Microsoft Outlook
  • Email software
  • Mobileye AI
  • Adobe Acrobat
  • Kimi (Moonshot AI)
  • Microsoft Excel
  • Waymo (Autonomous Driving)
  • Nova (Amazon)
  • Gemini (Google)
  • DeepSeek
  • Microsoft Word
  • Gatik AI
  • Project44 AI Logistics
  • Llama (Meta)
  • Grok (xAI)
  • Mistral (Mistral AI)
  • Microsoft Office software
  • Programmable calculators
  • Hand magnifying lenses
  • Laptop computers
  • Sample containers
  • Calibrated measuring tapes
  • Automatic samplers
  • Grease guns
  • Ullage tapes
  • Hydrometers
  • Personal computers
  • Measuring rods
  • Desktop computers
  • Bottom samplers
  • Portable electronic thermometers
  • Handheld computers
  • X ray scanners
  • Centrifugal testers
  • Calipers
  • Cargo scales
  • Oilcans
  • Sounding lines
  • Digital cameras