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Automation Risk Analysis

Will “Track Laborer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Laborer” 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 Laborer” 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

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

  • 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.

  • Cut rails to specified lengths, using rail saws.

  • 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 or make minor repairs to machines or equipment.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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