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Automation Risk Analysis

Will “Link Knitting Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #400 of 702. Estimated risk: 73.0%

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AI Exposure Risk

48%

“Link Knitting Machine Operator” 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Link Knitting Machine Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Textile Knitting and Weaving 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 knit, loop, weave, or draw in textiles.

Avg. Annual Salary $39,470
Avg. Hourly Wage $18.97
Available Jobs (US) 14,530
Job Title & Hierarchy Code (SOC) Textile Knitting and Weaving Machine Setters, Operators, and Tenders #51-6063
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Textile Knitting and Weaving Machine Setters, Operators, and Tenders”

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Core Skills & Abilities

  • Inspect products to ensure that specifications are met and to determine if machines need adjustment.

  • Repair or replace worn or defective needles and other components, using hand tools.

  • Inspect machinery to determine whether repairs are needed.

  • Adjust machine heating mechanisms, tensions, and speeds to produce specified products.

  • Confer with co-workers to obtain information about orders, processes, or problems.

  • Program electronic equipment.

  • Notify supervisors or repair staff of mechanical malfunctions.

  • Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching.

  • Stop machines when specified amounts of product have been produced.

  • Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.

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

  • Record information about work completed and machine settings.

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

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

  • Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.

  • Remove defects in cloth by cutting and pulling out filling.

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

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

  • Observe woven cloth to detect weaving defects.

Technologies & Software

  • ABB AI Robotics
  • Siemens Industrial AI
  • Rockwell Automation AI
  • Computer aided manufacturing CAM software
  • Microsoft Word
  • Microsoft Excel
  • Microsoft Office software
  • Sight Machine AI
  • Microsoft Outlook
  • Microsoft PowerPoint
  • Cognex Vision AI
  • Projectile weaving machines
  • Twisting machines
  • L-keys
  • Straight bar knitting machines
  • Weft knitting machines
  • Grams per square meter GSM scales
  • Flat bar knitting machines
  • Yarn feeders
  • Compound needles
  • Flat bed knitting machines
  • Single bed knitting machines
  • Water jet weaving machines
  • Measuring tapes
  • Textile shears
  • Tricot knitting machines
  • Layout squares
  • Raschel knitting machines
  • Multipurpose screwdrivers
  • Adjustable hand wrenches
  • Straight edges
  • Warp knitting machines
  • Tension meters
  • Latch needles
  • Oil dispensing cans
  • Thread winding machines
  • Fine spinners
  • Roving machines
  • Tufting machines
  • Air hoses
  • Air jet weaving machines
  • Circular weaving machines
  • V-bed knitting machines
  • Shuttle weaving machines
  • Grams per square meter GSM cutters
  • Textile combing machines
  • Circular knitting machines
  • Textile dying machines
  • Personal computers
  • Cutter pliers
  • Fabric spreaders
  • Jacquard weaving machines
  • Needlenose pliers
  • Textile carding machines
  • Textile reeling machines
  • Industrial sewing machines
  • Stepladders
  • Spring bearded needles
  • Rapier weaving machines

Alternative Job Titles