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Automation Risk Analysis

Will “Metal Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #535 of 702. Estimated risk: 90.0%

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AI Exposure Risk

39%

“Metal 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 39% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Metal 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 Roofers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Cover roofs of structures with shingles, slate, asphalt, aluminum, wood, or related materials. May spray roofs, sidings, and walls with material to bind, seal, insulate, or soundproof sections of structures.

Avg. Annual Salary $57,090
Avg. Hourly Wage $27.45
Available Jobs (US) 136,740
Job Title & Hierarchy Code (SOC) Roofers #47-2181
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Roofers”

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Core Skills & Abilities

  • Install layers of vegetation-based green roofs, including protective membranes, drainage, aeration, water retention and filter layers, soil substrates, irrigation materials, and plants.

  • Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions.

  • Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust.

  • Smooth rough spots to prepare surfaces for waterproofing, using hammers, chisels, or rubbing bricks.

  • Install attic ventilation systems, such as turbine vents, gable or ridge vents, or conventional or solar-powered exhaust fans.

  • Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles.

  • Cover roofs or exterior walls of structures with slate, asphalt, aluminum, wood, gravel, gypsum, or related materials, using brushes, knives, punches, hammers, or other tools.

  • Attach solar panels to existing roofs, according to specifications and without damaging roofing materials or the structural integrity of buildings.

  • Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces.

  • Inspect problem roofs to determine the best repair procedures.

  • Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption.

  • Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles.

  • Waterproof or damp-proof walls, floors, roofs, foundations, or basements by painting or spraying surfaces with waterproof coatings or by attaching waterproofing membranes to surfaces.

  • Attach roofing paper to roofs in overlapping strips to form bases for other materials.

  • Spray roofs, sidings, or walls to bind, seal, insulate, or soundproof sections of structures, using spray guns, air compressors, or heaters.

  • Cement or nail flashing strips of metal or shingle over joints to make them watertight.

  • Glaze top layers to make a smooth finish or embed gravel in the bitumen for rough surfaces.

  • Set up scaffolding to provide safe access to roofs.

  • Install skylights on roofs to increase natural light inside structures or to reduce energy costs.

  • Apply alternate layers of hot asphalt or tar and roofing paper to roofs.

  • Punch holes in slate, tile, terra cotta, or wooden shingles, using punches and hammers.

  • Apply gravel or pebbles over top layers of roofs, using rakes or stiff-bristled brooms.

  • Install vapor barriers or layers of insulation on flat roofs.

  • Remove snow, water, or debris from roofs prior to applying roofing materials.

  • Apply modular soil- and plant-containing grids over existing roof membranes to create green roofs.

  • Estimate materials and labor required to complete roofing jobs.

  • Mop or pour hot asphalt or tar onto roof bases.

Technologies & Software

  • DigiTools Roof CAD
  • ASR Software LWC-Plus
  • Exele TopView
  • Energy cost evaluation software
  • Microsoft Word
  • ASR Software TopView ME
  • Roof Pro Estimate Software Roof Pro
  • ASR Software TopView LE
  • Word processing software
  • Roofing Calculator
  • Procore AI
  • Wintac Pro
  • Humidity and vapor drive calculation software
  • Insight Direct ServiceCEO
  • AppliCad Roof Wizard
  • RoofLogic
  • Ziatek RoofDraw
  • Spreadsheet software
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Autodesk Construction AI
  • Gemini for Workspace
  • CADAFIS
  • Maintenance record software
  • ASR Software Taper-Plus
  • Buildots AI
  • Microsoft Windows
  • Microsoft Excel
  • Spud bars
  • Korker cleats
  • Adjustable roof brackets
  • Short ladder hoisting wheels
  • Power roof cutters
  • Roof pitch finders
  • Slate hammers
  • Rip hammers
  • Standard roofing hatchets
  • Double-lock seamers
  • Plastic hammers
  • Core cutters
  • Chalk line markers
  • Long ladder hoisting wheels
  • Safety belts
  • Wood shingling hatchets
  • Power roof rippers
  • Pneumatic air nailers
  • Roofing guardrails
  • Roofing knives
  • Angle knives
  • Fixed-roof brackets
  • Pry bars
  • Tear-off bars
  • Desktop computers
  • Hammer tackers
  • Pointing trowels
  • Ladder braces
  • Carpenters' hatchets
  • Ladder levelers
  • Slate rippers
  • Roofing spades
  • Straight snips
  • Wrecking bars
  • Laser printers
  • Ladder standoffs
  • Hoisting wheels
  • Wood chisels
  • Gas-powered chop saws
  • Tin snips
  • Propane torches
  • Compound snips
  • Ladder jacks
  • Caulking guns
  • Tar mops
  • Corner roofing seamers
  • Double-burner pump kettles
  • Nail strippers
  • Seam finishing machines
  • Power drills
  • Ladders
  • Seaming chisels
  • Spud/scraper bars
  • Hand crimpers
  • Utility knives
  • Measuring wheels
  • Personal computers
  • Slate cutters
  • Hand punches
  • Roofing seamers
  • Gravelers
  • Single seamers
  • Shake tear-off tools
  • Rolling magnetic sweepers
  • Putty knives
  • Shingle ladder hoists
  • Single burner pump kettles
  • Hot air blowers
  • Grooving tools
  • Sheet metal hand tongs
  • Nail pullers
  • Cleat benders
  • Power hoists
  • Roofing layout tapes
  • Hot air welding machines
  • Welding hoods
  • Air compressors
  • Semiautomatic welding machines
  • Triangular scales
  • Personal digital assistants PDA
  • Hot or cold process power gravelers
  • Slaters' anvils
  • Infrared thermometers
  • Fall arrest systems
  • Hydraulic swing beam hoists
  • Single burner draw kettles
  • Trowels
  • Round-point trowels
  • Heating torches
  • Claw hammers
  • Axes
  • Tinsmith pliers
  • Hammers
  • Bench-mount hand brakes
  • Soldering irons
  • Electronic leak detectors
  • Shingle rippers
  • Downspout crimpers
  • Bitumen applicators
  • Nail hammers
  • Roofing coil nailers
  • Shingle shovels
  • Tear-off shovels
  • Foot squaring shears
  • Roof hooks
  • Measuring tapes
  • Seaming pliers
  • Safety lanyards
  • Chicken ladders
  • Membrane slitters
  • Shingle saws
  • Scraper/pullers
  • Two-handed edgers
  • Shears
  • Seaming hammers
  • Rotary machines
  • Roof dryers
  • Draw knives
  • Torches
  • Notebook computers
  • Riggers' axes
  • Snips
  • Pop rivet guns
  • Heat welders
  • Circular saws
  • Hand roofing double seamers
  • Trolley track hoists
  • Roofing shoes
  • Metric roofing hatchets
  • Roofing tearoff forks
  • Reciprocating saws
  • Scaffolding
  • Clipping shears