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Automation Risk Analysis

Will “Roving Frame Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #637 of 702. Estimated risk: 96.0%

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AI Exposure Risk

43%

“Roving Frame Tender” 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Roving Frame Tender” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Set up, operate, or tend machines that wind or twist textiles; or draw out and combine sliver, such as wool, hemp, or synthetic fibers. Includes slubber machine and drawing frame operators.

Avg. Annual Salary $38,440
Avg. Hourly Wage $18.48
Available Jobs (US) 20,600
Job Title & Hierarchy Code (SOC) Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders #51-6064
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Tend spinning frames that draw out and twist roving or sliver into yarn.

  • Replace depleted supply packages with full packages.

  • Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.

  • Stop machines when specified amount of products has been produced.

  • Tend machines that twist together two or more strands of yarn or insert additional twists into single strands of yarn to increase strength, smoothness, or uniformity of yarn.

  • Unwind lengths of yarn, thread, or twine from spools and wind onto bobbins.

  • Observe bobbins as they are winding and cut threads to remove loaded bobbins, using knives.

  • Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.

  • Inspect machinery to determine whether repairs are needed.

  • Tend machines with multiple winding units that wind thread onto shuttle bobbins for use on sewing machines or other kinds of bobbins for sole-stitching, knitting, or weaving machinery.

  • Start machines, monitor operation, and make adjustments as needed.

  • Measure bobbins periodically, using gauges, and turn screws to adjust tension if bobbins are not of specified size.

  • Thread yarn, thread, or fabric through guides, needles, and rollers of machines.

  • Record production data such as numbers and types of bobbins wound.

  • Place bobbins on spindles and insert spindles into bobbin-winding machines.

  • Notify supervisors or mechanics of equipment malfunctions.

  • Remove spindles from machines and bobbins from spindles.

  • Adjust machine settings such as speed or tension to produce products that meet specifications.

  • Repair or replace worn or defective parts or components, using hand tools.

  • Operate machines for test runs to verify adjustments and to obtain product samples.

  • Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.

  • Study guides, samples, charts, and specification sheets, or confer with supervisors or engineering staff to determine setup requirements.

  • Observe operations to detect defects, malfunctions, or supply shortages.

Technologies & Software

  • Microsoft Office software
  • Sight Machine AI
  • ABB AI Robotics
  • Siemens Industrial AI
  • Rockwell Automation AI
  • Microsoft Excel
  • Computer aided manufacturing CAM software
  • Cognex Vision AI
  • Microsoft Outlook
  • Microsoft Word
  • Bobbin winding machines
  • Fine spinners
  • Oil dispensing cans
  • Hydraulic jacks
  • Textile twisting machines
  • Turret rewinders
  • Tufting machines
  • Textile warping machines
  • Textile reeling machines
  • Air compressors
  • Industrial sewing machines
  • Warehouse hand trucks
  • Textile combing machines
  • Rope winding machines
  • Grease dispensing guns
  • Copy machines
  • Roving machines
  • Gage block sets
  • Multipurpose screwdrivers
  • Textile winding machines
  • Mixing tanks
  • Extruding machines
  • Textile dyeing machines
  • Thread winding machines
  • Textile carding machines
  • Adjustable handwrenches
  • Twist testers
  • Label making equipment

Alternative Job Titles