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Automation Risk Analysis

Will “Maintenance Laborer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Maintenance 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%

“Maintenance 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.

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

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

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

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

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

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

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

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

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

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

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

  • 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.

  • 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.

Technologies & Software

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