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Automation Risk Analysis

Will “Sign Repairer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #398 of 702. Estimated risk: 72.0%

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AI Exposure Risk

42%

“Sign Repairer” 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%

“Sign Repairer” 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

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

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

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

  • Maintain job records and schedule work crew.

  • Prepare cost estimates for clients or employers.

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

  • 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.

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

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

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

  • Construct forms or chutes for pouring concrete.

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

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

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

  • 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.

  • Select and order lumber or other required materials.

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

  • Work with or remove hazardous material.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles