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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

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

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

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

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

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

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

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Raze buildings or salvage useful materials.

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

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

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

Technologies & Software

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

Alternative Job Titles