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Automation Risk Analysis

Will “Track Equipment Operator (TEO)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Equipment Operator (TEO)” 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 Equipment Operator (TEO)” 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

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

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

  • Cut rails to specified lengths, using rail saws.

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

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

  • 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.

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

  • Clean or make minor repairs to machines or equipment.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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