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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

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

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

  • 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.

  • Select and order lumber or other required materials.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Work with or remove hazardous material.

  • Construct forms or chutes for pouring concrete.

  • 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.

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

  • Prepare cost estimates for clients or employers.

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

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

  • Maintain job records and schedule work crew.

Technologies & Software

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

Alternative Job Titles