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Automation Risk Analysis

Will “Track Service Person” 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 Person” 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 Person” 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 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

  • Cut rails to specified lengths, using rail saws.

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

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

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

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

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

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

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

Technologies & Software

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