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Automation Risk Analysis

Will “Pin Puller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #512 of 702. Estimated risk: 88.0%

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AI Exposure Risk

48%

“Pin Puller” 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%

“Pin Puller” 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

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

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

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

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

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

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

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

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

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

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

  • Raze buildings or salvage useful materials.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles