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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

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

  • 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.

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

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

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

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

Technologies & Software

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