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Automation Risk Analysis

Will “Flume Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #398 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Flume Worker” 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%

“Flume Worker” 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

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

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

  • Maintain job records and schedule work crew.

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

  • 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.

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

  • Construct forms or chutes for pouring concrete.

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

  • Select and order lumber or other required materials.

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

  • 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.

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

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

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

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

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

  • Work with or remove hazardous material.

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles