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Automation Risk Analysis

Will “Track Repair Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Repair Worker” 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 Repair Worker” 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 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Cut rails to specified lengths, using rail saws.

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

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

  • 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.

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

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

Technologies & Software

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