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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

  • Cut rails to specified lengths, using rail saws.

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

  • 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.

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

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

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

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

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

Technologies & Software

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