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Automation Risk Analysis

Will “Piling Setter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #512 of 702. Estimated risk: 88.0%

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AI Exposure Risk

48%

“Piling Setter” 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%

“Piling Setter” 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

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

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

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Raze buildings or salvage useful materials.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles