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Automation Risk Analysis

Will “Ventilation Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #398 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Ventilation 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%

“Ventilation 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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

  • Work with or remove hazardous material.

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

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

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

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

  • Select and order lumber or other required materials.

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

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

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

  • 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.

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

  • Construct forms or chutes for pouring concrete.

  • 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.

  • Prepare cost estimates for clients or employers.

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

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

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

Technologies & Software

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

Alternative Job Titles