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Automation Risk Analysis

Will “Railway Equipment Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Railway Equipment Operator” 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%

“Railway Equipment Operator” 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

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

  • Clean or make minor repairs to machines or equipment.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

Technologies & Software

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