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Automation Risk Analysis

Will “Track Repairer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Repairer” 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 Repairer” 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

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

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

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

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

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • Clean or make minor repairs to machines or equipment.

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

Technologies & Software

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