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Automation Risk Analysis

Will “Form Layer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #398 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Form Layer” 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Form Layer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Carpenters, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Construct, erect, install, or repair structures and fixtures made of wood and comparable materials, such as concrete forms; building frameworks, including partitions, joists, studding, and rafters; and wood stairways, window and door frames, and hardwood floors. May also install cabinets, siding, drywall, and batt or roll insulation. Includes brattice builders who build doors or brattices (ventilation walls or partitions) in underground passageways.

Avg. Annual Salary $64,040
Avg. Hourly Wage $30.79
Available Jobs (US) 697,740
Job Title & Hierarchy Code (SOC) Carpenters #47-2031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Carpenters”

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Core Skills & Abilities

  • Work with or remove hazardous material.

  • Install structures or fixtures, such as windows, frames, floorings, trim, or hardware, using carpenters' hand or power tools.

  • Verify trueness of structure, using plumb bob and level.

  • Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

  • Examine structural timbers and supports to detect decay, and replace timbers as required, using hand tools, nuts, and bolts.

  • Select and order lumber or other required materials.

  • Erect scaffolding or ladders for assembling structures above ground level.

  • Bore boltholes in timber, masonry or concrete walls, using power drill.

  • Follow established safety rules and regulations and maintain a safe and clean environment.

  • Install rough door and window frames, subflooring, fixtures, or temporary supports in structures undergoing construction or repair.

  • Apply shock-absorbing, sound-deadening, or decorative paneling to ceilings or walls.

  • Remove damaged or defective parts or sections of structures and repair or replace, using hand tools.

  • Finish surfaces of woodwork or wallboard in houses or buildings, using paint, hand tools, or paneling.

  • Build sleds from logs and timbers for use in hauling camp buildings and machinery through wooded areas.

  • Maintain job records and schedule work crew.

  • Shape or cut materials to specified measurements, using hand tools, machines, or power saws.

  • Maintain records, document actions, and present written progress reports.

  • Construct forms or chutes for pouring concrete.

  • Anchor and brace forms and other structures in place, using nails, bolts, anchor rods, steel cables, planks, wedges, and timbers.

  • Build or repair cabinets, doors, frameworks, floors, or other wooden fixtures used in buildings, using woodworking machines, carpenter's hand tools, or power tools.

  • Inspect ceiling or floor tile, wall coverings, siding, glass, or woodwork to detect broken or damaged structures.

  • Perform minor plumbing, welding, or concrete mixing work.

  • Fill cracks or other defects in plaster or plasterboard and sand patch, using patching plaster, trowel, and sanding tool.

  • Prepare cost estimates for clients or employers.

  • Cover subfloors with building paper to keep out moisture and lay hardwood, parquet, or wood-strip-block floors by nailing floors to subfloor or cementing them to mastic or asphalt base.

  • Dig or direct digging of post holes and set poles to support structures.

  • Arrange for subcontractors to deal with special areas, such as heating or electrical wiring work.

  • Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.

  • Assemble and fasten materials to make frameworks or props, using hand tools and wood screws, nails, dowel pins, or glue.

Technologies & Software

  • Job costing software
  • Buildots AI
  • Bosch Punch List
  • Web browser software
  • Craftsman CD Estimator
  • Microsoft Office software
  • VirtualBoss
  • Drawing and drafting software
  • Web page creation and editing software
  • Procore AI
  • Renaissance MasterCarpenter
  • Microsoft Windows
  • Wilhelm Publishing Threshold
  • Microsoft Excel
  • Microsoft Word
  • Quicken
  • Gemini for Workspace
  • Intuit QuickBooks
  • Autodesk Construction AI
  • Turtle Creek Software Goldenseal
  • ChatGPT (OpenAI)
  • Estimating software
  • Disc grinders
  • Personal computers
  • Extension ladders
  • Templates
  • Magnetized levels
  • Handheld calculators
  • Digital levels
  • Power routers
  • Snips
  • Radial arm saws
  • Pneumatic nail guns
  • Electric planers
  • Miter saws
  • Trim routers
  • Beam-lifting jacks
  • Marking gauges
  • Electric impact wrenches
  • Rotary hammers
  • Cordless drills
  • Portable routers
  • Biscuit joiners
  • Visible beam laser levels
  • Phillips head screwdrivers
  • Handheld rotary tools
  • Wood files
  • Power staple guns
  • A-frame levels
  • Shapers
  • Plumb bobs
  • Straight screwdrivers
  • Baluster jigs
  • Framing hammers
  • Protractors
  • Pry bars
  • Pencil compasses
  • Screw jacks
  • Beam saws
  • Moisture meters
  • Power generators
  • Rough terrain forklifts
  • Right triangles
  • Air compressors
  • Water levels
  • Hard hats
  • Respirators
  • Power saws
  • Planes
  • Sledgehammers
  • Wall-lifting jacks
  • Random orbital sanders
  • Non-conducting ladders
  • Plunge routers
  • Dado blades
  • Rulers
  • Hammers
  • Ladder levelers
  • Mini pry bars
  • Torpedo levels
  • Theodolites
  • Ladder jacks
  • Brad tackers
  • Truck cranes
  • Lock levels
  • Drill presses
  • Personal digital assistants PDA
  • Fall arrest systems
  • Push sticks
  • Cross-curve tape measures
  • Fold-up ladders
  • Worm-drive saws
  • Squares
  • Carpenters' levels
  • Mortise jigs
  • Nail guns
  • Level jigs
  • Calibrating electronic levels
  • Multi-tip screwdrivers
  • Drum sanders
  • Hand planers
  • Chainsaw jigs
  • Impact wrenches
  • Draw chisels
  • Reciprocating saws
  • Chain saw jigs
  • Self-stopping levels
  • Framing squares
  • Compound miter saws
  • Hand saws
  • Bullseye levels
  • Plumb lines
  • Combination squares
  • Hammer staplers
  • Table saws
  • Power sanders
  • Saw guides
  • Story pole tape measures
  • Circular saws
  • Laser measuring tools
  • Pump jacks
  • Belt sanders
  • Bubble levels
  • Wood chisels
  • Infrared laser levels
  • Ladders
  • Bandsaws
  • Joiners
  • Carpentry transits
  • Measuring tapes
  • Layout bars
  • Caulking guns
  • Rabbet planes
  • Cat's paws
  • Sliding t-bevels
  • Power drills
  • Calipers
  • Band saws
  • Work boots
  • Needlenose pliers
  • Transit levels
  • Morticers
  • Auger bits
  • Pettibones
  • Spirit levels
  • Laser levels
  • Utility knives
  • Notebook computers

Alternative Job Titles