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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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Estimate materials and labor required to complete roofing jobs.

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

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

  • Set up scaffolding to provide safe access to roofs.

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

  • Inspect problem roofs to determine the best repair procedures.

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

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

Technologies & Software

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