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Automation Risk Analysis

Will “Track Layer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Layer” 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 Layer” 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

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

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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