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Automation Risk Analysis

Will “Track Service 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 Service 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 Service 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

  • 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.

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

Technologies & Software

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