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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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Clean or prepare construction sites to eliminate possible hazards.

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

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

  • 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 ingredients to create compounds for covering or cleaning surfaces.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles