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Automation Risk Analysis

Will “Batch Dumper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #512 of 702. Estimated risk: 88.0%

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AI Exposure Risk

48%

“Batch Dumper” 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%

“Batch Dumper” 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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • Raze buildings or salvage useful 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.

  • Clean or prepare construction sites to eliminate possible hazards.

Technologies & Software

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

Alternative Job Titles