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Automation Risk Analysis

Will “Track Dresser” be Automated?

Historical Context: Oxford Study (2013)

Ranked #528 of 702. Estimated risk: 89.0%

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AI Exposure Risk

31%

“Track Dresser” 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 Dresser” 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

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

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

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

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

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

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

  • Clean or make minor repairs to machines or equipment.

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

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

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

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

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

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

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

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

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

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

  • Cut rails to specified lengths, using rail saws.

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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