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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

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

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

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

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

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

  • Maintain job records and schedule work crew.

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

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

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

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

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

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

  • 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.

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

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

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

  • Construct forms or chutes for pouring concrete.

  • Work with or remove hazardous material.

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

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

  • Select and order lumber or other required materials.

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

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

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

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

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

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

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

  • Prepare cost estimates for clients or employers.

Technologies & Software

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

Alternative Job Titles