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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

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

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

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

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

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

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

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

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

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

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

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

  • Raze buildings or salvage useful materials.

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

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

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

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

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

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

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

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

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

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

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

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

Technologies & Software

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

Alternative Job Titles