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Automation Risk Analysis

Will “Embroidery Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #479 of 702. Estimated risk: 84.0%

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AI Exposure Risk

40%

“Embroidery 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 40% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

51%

“Embroidery 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 51% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Tailors, Dressmakers, and Custom Sewers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design, make, alter, repair, or fit garments.

Avg. Annual Salary $44,050
Avg. Hourly Wage $21.18
Available Jobs (US) 16,290
Job Title & Hierarchy Code (SOC) Tailors, Dressmakers, and Custom Sewers #51-6052
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Tailors, Dressmakers, and Custom Sewers”

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Core Skills & Abilities

  • Sew buttonholes and attach buttons to finish garments.

  • Fit, alter, repair, and make made-to-measure clothing, according to customers' and clothing manufacturers' specifications and fit, and applying principles of garment design, construction, and styling.

  • Remove stitches from garments to be altered, using rippers or razor blades.

  • Estimate how much a garment will cost to make, based on factors such as time and material requirements.

  • Make garment style changes, such as tapering pant legs, narrowing lapels, and adding or removing padding.

  • Let out or take in seams in suits and other garments to improve fit.

  • Repair or replace defective garment parts, such as pockets, zippers, snaps, buttons, and linings.

  • Put in padding and shaping materials.

  • Examine tags on garments to determine alterations that are needed.

  • Take up or let down hems to shorten or lengthen garment parts, such as sleeves.

  • Sew garments, using needles and thread or sewing machines.

  • Maintain garment drape and proportions as alterations are performed.

  • Record required alterations and instructions on tags, and attach them to garments.

  • Press garments, using hand irons or pressing machines.

  • Fit and study garments on customers to determine required alterations.

  • Measure parts, such as sleeves or pant legs, and mark or pin-fold alteration lines.

  • Confer with customers to determine types of material and garment styles desired.

  • Trim excess material, using scissors.

  • Measure customers, using tape measures, and record measurements.

  • Position patterns of garment parts on fabric, and cut fabric along outlines, using scissors.

  • Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines.

  • Develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric.

Technologies & Software

  • ABB AI Robotics
  • Tailor Master
  • Siemens Industrial AI
  • Google Docs
  • Microsoft Office software
  • Bookkeeping software
  • Rockwell Automation AI
  • Garment design software
  • Cognex Vision AI
  • Microsoft Word
  • Sight Machine AI
  • ArbelSoft TailorMax
  • Microsoft Excel
  • Inventory tracking software
  • Steel straight pins
  • Steam fabric pressing machines
  • Pinking shears
  • Rotary fabric cutters
  • Computer laser printers
  • Computerized sewing machines
  • Chain stitching machines
  • Sleeve boards
  • Serrated pattern tracing wheels
  • Chalk pencil holders
  • Industrial sewing machines
  • Dress forms
  • Seam rippers
  • Razor knives
  • Tailor's point scissors
  • Seam rolls
  • Ironing presses
  • Dressmakers shears
  • Coiless safety pins
  • Buttonhole makers
  • French curves
  • Point turners
  • Steam irons
  • Fabric machines
  • Tailor's hams
  • Seam creasers
  • Desktop computers
  • Pressing mitts
  • Seam measurement gauges
  • Sewing needles
  • Transparent rulers
  • Measuring tapes
  • Tailoring rulers
  • Blind stitching machines