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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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • Cut rails to specified lengths, using rail saws.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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