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Automation Risk Analysis

Will “Railroad Track Mechanic” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Railroad Track Mechanic” 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%

“Railroad Track Mechanic” 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 single- or multiple-head spike driving machines to drive spikes into ties and secure rails.

  • 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.

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

  • 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.

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

  • 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.

  • 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.

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

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

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

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

Technologies & Software

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