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Automation Risk Analysis

Will “Railcar Carpenter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #398 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Railcar Carpenter” 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%

“Railcar Carpenter” 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

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

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

  • Maintain job records and schedule work crew.

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

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

  • 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.

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

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

  • Construct forms or chutes for pouring concrete.

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

  • Work with or remove hazardous material.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Prepare cost estimates for clients or employers.

  • 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.

Technologies & Software

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

Alternative Job Titles