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Automation Risk Analysis

Will “Computer Patternmaker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #26 of 702. Estimated risk: 0.5%

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AI Exposure Risk

52%

“Computer Patternmaker” will maybe 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Computer Patternmaker” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Fabric and Apparel Patternmakers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Draw and construct sets of precision master fabric patterns or layouts. May also mark and cut fabrics and apparel.

Avg. Annual Salary $71,630
Avg. Hourly Wage $34.44
Available Jobs (US) 2,860
Job Title & Hierarchy Code (SOC) Fabric and Apparel Patternmakers #51-6092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Fabric and Apparel Patternmakers”

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Core Skills & Abilities

  • Trace outlines of paper onto cardboard patterns, and cut patterns into parts to make templates.

  • Compute dimensions of patterns according to sizes, considering stretching of material.

  • Input specifications into computers to assist with pattern design and pattern cutting.

  • Determine the best layout of pattern pieces to minimize waste of material, and mark fabric accordingly.

  • Create design specifications to provide instructions on garment sewing and assembly.

  • Position and cut out master or sample patterns, using scissors and knives, or print out copies of patterns, using computers.

  • Create a paper pattern from which to mass-produce a design concept.

  • Make adjustments to patterns after fittings.

  • Discuss design specifications with designers, and convert their original models of garments into patterns of separate parts that can be laid out on a length of fabric.

  • Trace outlines of specified patterns onto material, and cut fabric, using scissors.

  • Draw outlines of pattern parts by adapting or copying existing patterns, or by drafting new patterns.

  • Mark samples and finished patterns with information, such as garment size, section, style, identification, and sewing instructions.

  • Create a master pattern for each size within a range of garment sizes, using charts, drafting instruments, computers, or grading devices.

  • Examine sketches, sample articles, and design specifications to determine quantities, shapes, and sizes of pattern parts, and to determine the amount of material or fabric required to make a product.

  • Test patterns by making and fitting sample garments.

  • Draw details on outlined parts to indicate where parts are to be joined, as well as the positions of pleats, pockets, buttonholes, and other features, using computers or drafting instruments.

Technologies & Software

  • Microsoft Word
  • Claude (Anthropic)
  • PatternMaker
  • Adobe Creative Cloud software
  • Gemini (Google)
  • Adobe Illustrator
  • Siemens Industrial AI
  • Rockwell Automation AI
  • Microsoft Outlook
  • Llama (Meta)
  • Autodesk AutoCAD
  • ABB AI Robotics
  • ChatGPT (OpenAI)
  • Sight Machine AI
  • Cognex Vision AI
  • Grok (xAI)
  • Qwen (Alibaba)
  • Microsoft Excel
  • Adobe Photoshop
  • Mistral (Mistral AI)
  • Microsoft Office software
  • Nova (Amazon)
  • DeepSeek
  • Gerber Technology AccuMark
  • Kimi (Moonshot AI)
  • Adobe InDesign
  • Serrated sewing pattern tracing wheels
  • Pattern boards
  • Ironing boards
  • Sewing pattern notchers
  • Round knives
  • Paper scissors
  • Pattern punches
  • Seam allowance gauges
  • Steel straight pins
  • Scale rulers
  • Hip curve rulers
  • Curve sticks
  • Screw punches
  • Seam rippers
  • Industrial sewing machines
  • Yard sticks
  • Pattern paper cutters
  • L squares
  • Sewing needles
  • Dress form mannequins
  • Pressing irons
  • Measuring tapes
  • Fabric shears
  • Pattern grading rulers
  • See-through rulers