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Automation Risk Analysis

Will “Dredge Pipeman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #512 of 702. Estimated risk: 88.0%

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AI Exposure Risk

48%

“Dredge Pipeman” 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%

“Dredge Pipeman” 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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Clean or prepare construction sites to eliminate possible hazards.

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

Technologies & Software

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

Alternative Job Titles