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Automation Risk Analysis

Will “Special Equipment Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Special Equipment Operator” 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%

“Special Equipment Operator” 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

  • Clean or make minor repairs to machines or equipment.

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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

  • Cut rails to specified lengths, using rail saws.

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

Technologies & Software

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