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Automation Risk Analysis

Will “Blindstitch Lapel Padder” be Automated?

Historical Context: Oxford Study (2013)

Ranked #530 of 702. Estimated risk: 89.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

15%

“Blindstitch Lapel Padder” will almost certainly 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 15% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

53%

“Blindstitch Lapel Padder” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 53% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Sewing Machine Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend sewing machines to join, reinforce, decorate, or perform related sewing operations in the manufacture of garment or nongarment products.

Avg. Annual Salary $36,680
Avg. Hourly Wage $17.64
Available Jobs (US) 109,590
Job Title & Hierarchy Code (SOC) Sewing Machine Operators #51-6031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Sewing Machine Operators”

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Core Skills & Abilities

  • Monitor machine operation to detect problems such as defective stitching, breaks in thread, or machine malfunctions.

  • Draw markings or pin appliques on fabric to obtain variations in design.

  • Place spools of thread, cord, or other materials on spindles, insert bobbins, and thread ends through machine guides and components.

  • Position material or articles in clamps, templates, or hoop frames prior to automatic operation of machines.

  • Repair or alter items by adding replacement parts or missing stitches.

  • Examine and measure finished articles to verify conformance to standards, using rulers.

  • Turn knobs, screws, and dials to adjust settings of machines, according to garment styles and equipment performance.

  • Match cloth pieces in correct sequences prior to sewing them, and verify that dye lots and patterns match.

  • Select supplies such as fasteners and thread, according to job requirements.

  • Cut materials according to specifications, using blades, scissors, or electric knives.

  • Mount attachments, such as needles, cutting blades, or pattern plates, and adjust machine guides according to specifications.

  • Fold or stretch edges or lengths of items while sewing to facilitate forming specified sections.

  • Tape or twist together thread or cord to repair breaks.

  • Baste edges of material to align and temporarily secure parts for final assembly.

  • Attach tape, trim, appliques, or elastic to specified garments or garment parts, according to item specifications.

  • Perform equipment maintenance tasks such as replacing needles, sanding rough areas of needles, or cleaning and oiling sewing machines.

  • Position items under needles, using marks on machines, clamps, templates, or cloth as guides.

  • Start and operate or tend machines, such as single or double needle serging and flat-bed felling machines, to automatically join, reinforce, or decorate material or articles.

  • Inspect garments, and examine repair tags and markings on garments to locate defects or damage, and mark errors as necessary.

  • Perform specialized or automatic sewing machine functions, such as buttonhole making or tacking.

  • Remove holding devices and finished items from machines.

  • Cut excess material or thread from finished products.

  • Record quantities of materials processed.

  • Guide garments or garment parts under machine needles and presser feet to sew parts together.

  • Attach buttons, hooks, zippers, fasteners, or other accessories to fabric, using feeding hoppers or clamp holders.

  • Position and mark patterns on materials to prepare for sewing.

Technologies & Software

  • Microsoft Office software
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  • Siemens Industrial AI
  • ABB AI Robotics
  • Microsoft Word
  • Email software
  • Rockwell Automation AI
  • Web browser software
  • Cognex Vision AI
  • Sight Machine AI
  • Microsoft Outlook
  • Spindles
  • Rotary fabric cutters
  • Pattern plates
  • Seam rolls
  • Buttonhole makers
  • Transparent rulers
  • Measuring tapes
  • Drawstring threaders
  • Multi-needle sewing machines
  • Cutting pads
  • Quilting rulers
  • Tackers
  • Serrated pattern tracing wheels
  • Seam rippers
  • Flatbed felling machines
  • Utility knives
  • Sewing machine needles
  • Clothes pressing irons
  • Sewing clamps
  • Single needle sewing machines
  • Scissors
  • Hoop frames
  • Ball point bodkins
  • Fur sewing machines
  • Portable electric fabric cutters
  • Straight pins
  • Sewing awls
  • Bobbins
  • Hand sanding blocks
  • Programmable sewing machines
  • Stitch bonders
  • Sergers
  • Double needle sewing machines

Alternative Job Titles