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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

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

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

  • Prepare cost estimates for clients or employers.

  • 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.

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

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

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

  • Work with or remove hazardous material.

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

  • 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.

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

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

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

  • 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.

  • Construct forms or chutes for pouring concrete.

  • Maintain job records and schedule work crew.

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

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

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

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

  • Select and order lumber or other required materials.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles