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Automation Risk Analysis

Will “Track 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 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 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

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

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

  • 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.

  • Cut rails to specified lengths, using rail saws.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

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

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

  • 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.

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

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

Technologies & Software

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