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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

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

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

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

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

  • Raze buildings or salvage useful materials.

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

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles