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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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

  • Cut rails to specified lengths, using rail saws.

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

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

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

  • 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.

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

Technologies & Software

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