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Automation Risk Analysis

Will “Track Laying Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Laying Machine 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%

“Track Laying Machine 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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

  • Cut rails to specified lengths, using rail saws.

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

Technologies & Software

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