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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.

  • 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.

  • Clean or prepare construction sites to eliminate possible hazards.

  • 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles