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Automation Risk Analysis

Will “Track Maintainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Maintainer” 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 Maintainer” 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

  • Cut rails to specified lengths, using rail saws.

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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