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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

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

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

  • Raze buildings or salvage useful materials.

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

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

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

  • Clean or prepare construction sites to eliminate possible hazards.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles