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Automation Risk Analysis

Will “Track Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track 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 31% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

61%

“Track Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 61% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Rail-Track Laying and Maintenance Equipment Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Lay, repair, and maintain track for standard or narrow-gauge railroad equipment used in regular railroad service or in plant yards, quarries, sand and gravel pits, and mines. Includes ballast cleaning machine operators and railroad bed tamping machine operators.

Avg. Annual Salary $68,270
Avg. Hourly Wage $32.82
Available Jobs (US) 16,480
Job Title & Hierarchy Code (SOC) Rail-Track Laying and Maintenance Equipment Operators #47-4061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Rail-Track Laying and Maintenance Equipment Operators”

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Core Skills & Abilities

  • Observe leveling indicator arms to verify levelness and alignment of tracks.

  • Operate single- or multiple-head spike driving machines to drive spikes into ties and secure rails.

  • Clean or make minor repairs to machines or equipment.

  • Grind ends of new or worn rails to attain smooth joints, using portable grinders.

  • Drill holes through rails, tie plates, or fishplates for insertion of bolts or spikes, using power drills.

  • Clean tracks or clear ice or snow from tracks or switch boxes.

  • Engage mechanisms that lay tracks or rails to specified gauges.

  • Operate tie-adzing machines to cut ties and permit insertion of fishplates that hold rails.

  • Cut rails to specified lengths, using rail saws.

  • Operate single- or multiple-head spike pullers to pull old spikes from ties.

  • Spray ties, fishplates, or joints with oil to protect them from weathering.

  • Raise rails, using hydraulic jacks, to allow for tie removal and replacement.

  • Dress and reshape worn or damaged railroad switch points or frogs, using portable power grinders.

  • Repair or adjust track switches, using wrenches and replacement parts.

  • Push controls to close grasping devices on track or rail sections so that they can be raised or moved.

  • Patrol assigned track sections so that damaged or broken track can be located and reported.

  • Clean, grade, or level ballast on railroad tracks.

  • Paint railroad signs, such as speed limits or gate-crossing warnings.

  • Operate track wrenches to tighten or loosen bolts at joints that hold ends of rails together.

  • Turn wheels of machines, using lever controls, to adjust guidelines for track alignments or grades, following specifications.

  • String and attach wire-guidelines machine to rails so that tracks or rails can be aligned or leveled.

  • Drive graders, tamping machines, brooms, or ballast spreading machines to redistribute gravel or ballast between rails.

  • Weld sections of track together, such as switch points and frogs.

  • Lubricate machines, change oil, or fill hydraulic reservoirs to specified levels.

  • Adjust controls of machines that spread, shape, raise, level, or align track, according to specifications.

  • Drive vehicles that automatically move and lay tracks or rails over sections of track to be constructed, repaired, or maintained.

Technologies & Software

  • Microsoft Office software
  • Buildots AI
  • Gemini for Workspace
  • Microsoft Excel
  • ChatGPT (OpenAI)
  • Procore AI
  • Timekeeping software
  • Enterprise resource planning ERP software
  • Autodesk Construction AI
  • Shielded arc welding tools
  • Rail saws
  • Track-wrench machines
  • Jackhammers
  • Air purifying respirators
  • Precision tape measures
  • Welders
  • Global positioning system GPS receivers
  • Hard hats
  • Grading equipment
  • Rail benders
  • Power washers
  • Tamping machines
  • Protective ear plugs
  • Dollies
  • Tracked bulldozers
  • Pesticide sprayers
  • Hi-rail vehicles
  • Hydraulic jacks
  • Rail-mounted cranes
  • Air-powered wrenches
  • Track chisels
  • Weed cutters
  • Grease guns
  • Precision files
  • Safety glasses
  • Forklifts
  • Gas-powered wrenches
  • Shovels
  • Portable track loading fixtures
  • Pneumatic hammers
  • Rail drills
  • Crowbars
  • Safety gloves
  • Adjustable hand wrenches
  • Backhoes
  • Spike pullers
  • Claw bars
  • Power grinders
  • Handheld computers
  • Vernier calipers
  • Dump trucks
  • Fall protection harnesses
  • Picks
  • Rail profile grinders
  • Rail tongs
  • Light pickup trucks
  • Air drills
  • Oxyacetylene torches
  • Laptop computers