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Automation Risk Analysis

Will “Miniature Set Builder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #398 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Miniature Set Builder” 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%

“Miniature Set Builder” 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

  • Select and order lumber or other required materials.

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

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

  • Prepare cost estimates for clients or employers.

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

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

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

  • 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.

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

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

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

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

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

  • Construct forms or chutes for pouring concrete.

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

  • 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.

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

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

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

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

  • Work with or remove hazardous material.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles