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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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Work with or remove hazardous material.

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

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

  • 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.

  • Maintain job records and schedule work crew.

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

  • Prepare cost estimates for clients or employers.

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

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

  • 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.

  • Select and order lumber or other required materials.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles