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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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

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

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

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

  • Raze buildings or salvage useful materials.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles