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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

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

  • 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.

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

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

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

  • Maintain job records and schedule work crew.

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

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

  • 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.

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

  • Work with or remove hazardous material.

  • 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.

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

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

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

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

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

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

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

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

  • Construct forms or chutes for pouring concrete.

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

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

  • Prepare cost estimates for clients or employers.

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

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

Technologies & Software

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

Alternative Job Titles