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Automation Risk Analysis

Will “Top and Trim Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #267 of 702. Estimated risk: 39.0%

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AI Exposure Risk

36%

“Top and Trim 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 36% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

57%

“Top and Trim 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 57% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Upholsterers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Make, repair, or replace upholstery for household furniture or transportation vehicles.

Avg. Annual Salary $46,960
Avg. Hourly Wage $22.58
Available Jobs (US) 20,990
Job Title & Hierarchy Code (SOC) Upholsterers #51-6093
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Upholsterers”

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Core Skills & Abilities

  • Draw cutting lines on material following patterns, templates, sketches, or blueprints, using chalk, pencils, paint, or other methods.

  • Attach bindings or apply solutions to edges of cut material to prevent raveling.

  • Maintain records of time required to perform each job.

  • Measure and cut new covering materials, using patterns and measuring and cutting instruments, following sketches and design specifications.

  • Repair furniture frames and refinish exposed wood.

  • Attach fasteners, grommets, buttons, buckles, ornamental trim, and other accessories to covers or frames, using hand tools.

  • Operate sewing machines or sew upholstery by hand to seam cushions and join various sections of covering material.

  • Collaborate with interior designers to decorate rooms and coordinate furnishing fabrics.

  • Examine furniture frames, upholstery, springs, and webbing to locate defects.

  • Discuss upholstery fabrics, colors, and styles with customers, and provide cost estimates.

  • Make, repair, or replace automobile upholstery and convertible and vinyl tops, using knowledge of fabric and upholstery methods.

  • Interweave and fasten strips of webbing to the backs and undersides of furniture, using small hand tools and fasteners.

  • Pick up and deliver furniture.

  • Fit, install, and secure material on frames, using hand tools, power tools, glue, cement, or staples.

  • Design upholstery cover patterns and cutting plans, based on sketches, customer descriptions, or blueprints.

  • Read work orders, and apply knowledge and experience with materials to determine types and amounts of materials required to cover workpieces.

  • Remove covering, webbing, padding, or defective springs from workpieces, using hand tools such as hammers and tack pullers.

  • Build furniture up with loose fiber stuffing, cotton, felt, or foam padding to form smooth, rounded surfaces.

  • Stretch webbing and fabric, using webbing stretchers.

  • Adjust or replace webbing, padding, or springs, and secure them in place.

  • Sew rips or tears in material, or create tufting, using needles and thread.

  • Make, restore, or create custom upholstered furniture, using hand tools and knowledge of fabrics and upholstery methods.

Technologies & Software

  • Enterprise resource planning ERP software
  • Autodesk AutoCAD
  • Rockwell Automation AI
  • Cognex Vision AI
  • LibreOffice Draw
  • Microsoft Excel
  • Intuit QuickBooks
  • Siemens Industrial AI
  • Sight Machine AI
  • Microsoft Office software
  • ABB AI Robotics
  • Microsoft PowerPoint
  • Microsoft Word
  • Microsoft Windows
  • Arch punches
  • Staple guns
  • Staple pullers
  • Utility knives
  • Multipurpose sewing needles
  • Hog ring pliers
  • Spray glue guns
  • Siphon guns
  • Grommet inserting dies
  • Hex key sets
  • Upholstery shears
  • Ripping hammers
  • Webbing stretchers
  • Cutting pads
  • Staple pliers
  • Tucking tools
  • Clip remover tools
  • Tack removers
  • Tack pullers
  • Ripping chisels
  • Pinch dogs
  • Snap setters
  • Tack hammers
  • Rubber mallets
  • Air staple guns
  • Nail pliers
  • Straight pins
  • Upholstery tufting needles
  • Seam stretchers
  • Fabric hole cutters
  • Door trim removers
  • Fabric punches
  • Glue guns
  • Industrial sewing machines
  • Canvas pliers
  • Seam rippers
  • Upholstery needles
  • Spring benders
  • Magnetic hammers
  • Heat guns
  • Combination squares
  • Tack spacers
  • Upholstery pliers
  • Scratch awls
  • Duck bill pliers
  • Spring cutters
  • Staple removers
  • Rawhide mallets
  • Thread nippers
  • Foam rubber cutters
  • Tinners snips
  • Caning nippers
  • Air compressors
  • Button machines