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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

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

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

  • 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.

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

  • Raze buildings or salvage useful materials.

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

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles