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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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

  • Raze buildings or salvage useful materials.

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles