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Automation Risk Analysis

Will “Wagon Winder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #512 of 702. Estimated risk: 88.0%

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AI Exposure Risk

48%

“Wagon Winder” 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Wagon Winder” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Construction Laborers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform tasks involving physical labor at construction sites. May operate hand and power tools of all types: air hammers, earth tampers, cement mixers, small mechanical hoists, surveying and measuring equipment, and a variety of other equipment and instruments. May clean and prepare sites, dig trenches, set braces to support the sides of excavations, erect scaffolding, and clean up rubble, debris, and other waste materials. May assist other craft workers.

Avg. Annual Salary $51,260
Avg. Hourly Wage $24.64
Available Jobs (US) 1,057,660
Job Title & Hierarchy Code (SOC) Construction Laborers #47-2061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Construction Laborers”

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Core Skills & Abilities

  • Position or dismantle forms for pouring concrete, using saws, hammers, nails, or bolts.

  • Dig ditches or trenches, backfill excavations, or compact and level earth to grade specifications, using picks, shovels, pneumatic tampers, or rakes.

  • Provide assistance to craft workers, such as carpenters, plasterers, or masons.

  • Install sewer, water, or storm drain pipes, using pipe-laying machinery or laser guidance equipment.

  • Grind, scrape, sand, or polish surfaces, such as concrete, marble, terrazzo, or wood flooring, using abrasive tools or machines.

  • Apply caulking compounds by hand or caulking guns to protect against entry of water or air.

  • Mop, brush, or spread paints, cleaning solutions, or other compounds over surfaces to clean them or to provide protection.

  • Place, consolidate, or protect case-in-place concrete or masonry structures.

  • Spray materials, such as water, sand, steam, vinyl, paint, or stucco, through hoses to clean, coat, or seal surfaces.

  • Measure, mark, or record openings or distances to layout areas where construction work will be performed.

  • Clean or prepare construction sites to eliminate possible hazards.

  • Mix, pour, or spread concrete, using portable cement mixers.

  • Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.

  • Mix ingredients to create compounds for covering or cleaning surfaces.

  • Signal equipment operators to facilitate alignment, movement, or adjustment of machinery, equipment, or materials.

  • Position, join, align, or seal structural components, such as concrete wall sections or pipes.

  • Read plans, instructions, or specifications to determine work activities.

  • Lubricate, clean, or repair machinery, equipment, or tools.

  • Load, unload, or identify building materials, machinery, or tools, distributing them to the appropriate locations, according to project plans or specifications.

  • Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.

  • Perform site activities required of green certified construction practices, such as implementing waste management procedures, identifying materials for reuse, or installing erosion or sedimentation control mechanisms.

  • Raze buildings or salvage useful materials.

  • Smooth or finish freshly poured cement or concrete, using floats, trowels, screeds, or powered cement finishing tools.

  • Tend machines that pump concrete, grout, cement, sand, plaster, or stucco through spray guns for application to ceilings or walls.

  • Operate jackhammers or drills to break up concrete or pavement.

  • Control traffic passing near, in, or around work zones.

  • Erect or dismantle scaffolding, shoring, braces, traffic barricades, ramps, or other temporary structures.

Technologies & Software

  • Autodesk Revit
  • Microsoft Excel
  • Procore AI
  • Microsoft Office software
  • Autodesk Construction AI
  • Microsoft Outlook
  • Gemini for Workspace
  • Oracle Primavera Enterprise Project Portfolio Management
  • Buildots AI
  • ChatGPT (OpenAI)
  • Microsoft Word
  • Microsoft Windows
  • Sandblasters
  • Vibratory plate compactors
  • Mattocks
  • Concrete mixers
  • Pedestal grinders
  • Pavement breakers
  • Dump trucks
  • Two way radios
  • Brick carrier forks
  • Bale hooks
  • Road rollers
  • Motor graders
  • Steam cleaning equipment
  • Hydraulic track-guided wall saws
  • Air monitoring equipment
  • Guniting machines
  • Wire stretchers
  • Demolition saws
  • Protective suits
  • Mortar mixers
  • Bosun chairs
  • Brick tongs
  • Kerosene burners
  • Hydraulic rock drills
  • Hand grinders
  • Calipers
  • Floor saws
  • Paddle mixers
  • Asphalt kettles
  • Trenchers
  • Snowplows
  • Salamanders
  • Electric drills
  • Chip spreaders
  • Weed sprayers
  • Hammers
  • Manlifts
  • Micrometers
  • Hydraulic speed shoring equipment
  • Tuck pointers
  • Fencing pliers
  • Cold chisels
  • Carpenters' levels
  • Ride-on vacuum cleaners
  • Circular saws
  • Jackhammers
  • Mortar hoes
  • Plasma cutters
  • Floor sanders
  • Walk-behind compacting equipment
  • Asphalt saws
  • Masonry forklifts
  • Laser measuring devices
  • Crawler shovels
  • Temperature probes
  • Spades
  • Skid steer loaders
  • Forks
  • Hoists
  • Sidewalk sweepers
  • Stump cutters
  • Reciprocating saws
  • Earth tampers
  • Air drills
  • Shielded arc welding tools
  • Electric boring machines
  • Impact wrenches
  • Robotic pipe cutters
  • Hydraulic booms
  • Trowels
  • Drill presses
  • Forklifts
  • Crowbars
  • Power sanders
  • Rakes
  • Adjustable widemouth pliers
  • Fall arrest systems
  • Chain saws
  • Pickup trucks
  • Tampers
  • Hammer drills
  • Slings
  • Water tank trucks
  • Belt conveyors
  • Rotary hammers
  • Plaster mixers
  • Laser screeds
  • Wagon drills
  • Swing chairs
  • Cutoff saws
  • Adjustable wrenches
  • Axes
  • Swing stages
  • Screwdrivers
  • Screeds
  • Dynamite blasters
  • Caulking guns
  • Water levels
  • Hydraulic boring machines
  • Oil distributors
  • Pneumatic staplers
  • Laser guidance equipment for pipe placement
  • Punches
  • Floats
  • Picks
  • Chipping guns
  • Saws
  • Stucco spray guns
  • Sewer rodding machines
  • Transit levels
  • Jig saws
  • Loaders
  • Water spraying equipment
  • Suction sweepers
  • Surveying rods
  • Pneumatic drills
  • Smudge pots
  • Concrete saws
  • Brick hammers
  • Respirators
  • Tappers
  • Power screwdrivers
  • Disc grinders
  • Scissor lifts
  • Levels
  • Concrete pumpers
  • Bench grinders
  • Carpenters' squares
  • Power drills
  • Spirit levels
  • Tripods
  • Walk-behind saws
  • Mowing equipment
  • Generators
  • Plumb bobs
  • Air compressors
  • Pressure washers
  • Measuring wheels
  • Impact hammers
  • Bandsaws
  • Rough terrain forklifts
  • Winches
  • Shovels
  • Laser levels
  • Remote pipe cameras
  • Scaffolding
  • Nail guns
  • Paint sprayers
  • Liquid propane torches
  • Robotic pipe cleaners
  • Saber saws
  • Coring machines
  • Hand trucks
  • Smoke testers
  • Theodolites
  • Hydraulic chainsaws
  • Cutout saws
  • Welding hoods
  • Tape measures
  • Gas leak detection devices
  • Cable pullers
  • Power buggies
  • Sewer cleaner vactors
  • Jet trucks for cleaning sewer lines
  • Steam jennies
  • Water samplers
  • Post hole augers
  • Hole cutters
  • Gin poles
  • Torches
  • Oxygen/acetylene torches
  • Scarifiers
  • Ladders
  • Mud jacks
  • Asphalt mops

Alternative Job Titles