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Automation Risk Analysis

Will “Rail 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%

“Rail 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%

“Rail 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

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

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

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

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

  • 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.

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

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

  • 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.

  • 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.

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

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

  • 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.

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

Technologies & Software

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