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Automation Risk Analysis

Will “Textile Patternmaker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #26 of 702. Estimated risk: 0.5%

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AI Exposure Risk

52%

“Textile 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%

“Textile 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 specified patterns onto material, and cut fabric, using scissors.

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

  • Make adjustments to patterns after fittings.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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