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Automation Risk Analysis

Will “Section Laborer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Section Laborer” 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%

“Section Laborer” 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 single- or multiple-head spike pullers to pull old spikes from ties.

  • 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.

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

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

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

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

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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