{ "entityType": "role", "schemaVersion": "role.v1", "slug": "role-51-6064-00", "socCode": "51-6064.00", "title": "Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders", "summary": "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.", "aliases": [ "Spinner", "Twister Operator", "Winder Operator", "Winder Tender", "Back Winder", "Cable Operator", "Computer Integrated Manufacturing Operator (CIM Operator)", "Drawing Operator", "Line Operator", "Spinning Operator", "Automatic Beam Warper Tender", "Automatic Quilling Machine Operator" ], "tasks": [ { "text": "Observe bobbins as they are winding and cut threads to remove loaded bobbins, using knives.", "type": "Supplemental", "iwa": "4.A.1.a.2.a" }, { "text": "Notify supervisors or mechanics of equipment malfunctions.", "type": "Core", "iwa": "4.A.4.a.2.g" }, { "text": "Thread yarn, thread, or fabric through guides, needles, and rollers of machines.", "type": "Core", "iwa": "4.A.3.a.2.f" }, { "text": "Unwind lengths of yarn, thread, or twine from spools and wind onto bobbins.", "type": "Supplemental", "iwa": "4.A.3.a.1.f" }, { "text": "Start machines, monitor operation, and make adjustments as needed.", "type": "Core", "iwa": "4.A.3.a.3.l" }, { "text": "Inspect machinery to determine whether repairs are needed.", "type": "Core", "iwa": "4.A.1.b.2.g" }, { "text": "Record production data such as numbers and types of bobbins wound.", "type": "Core", "iwa": "4.A.3.b.6.h" }, { "text": "Replace depleted supply packages with full packages.", "type": "Core", "iwa": "4.A.4.c.3.a" }, { "text": "Stop machines when specified amount of products has been produced.", "type": "Core", "iwa": "4.A.3.a.3.l" }, { "text": "Adjust machine settings such as speed or tension to produce products that meet specifications.", "type": "Supplemental", "iwa": "4.A.3.a.3.l" }, { "text": "Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.", "type": "Core", "iwa": "4.A.1.b.2.f" }, { "text": "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.", "type": "Core", "iwa": "4.A.3.a.3.l" } ], "emergingTasks": [], "activities": [ { "name": "Notify others of equipment repair or maintenance needs.", "iwa": "4.A.4.a.2.g" }, { "name": "Operate textile cutting or production equipment.", "iwa": "4.A.3.a.3.l" }, { "name": "Inspect textile products.", "iwa": "4.A.1.b.2.f" }, { "name": "Maintain inventories of materials, equipment, or products.", "iwa": "4.A.4.c.3.a" }, { "name": "Watch operating equipment to detect malfunctions.", "iwa": "4.A.1.a.2.a" }, { "name": "Feed materials or products into or through equipment.", "iwa": "4.A.3.a.2.f" }, { "name": "Conduct test runs of production equipment.", "iwa": "4.A.1.b.2.l" }, { "name": "Inspect production equipment.", "iwa": "4.A.1.b.2.g" }, { "name": "Mount materials or workpieces onto production equipment.", "iwa": "4.A.3.a.2.f" }, { "name": "Record operational or production data.", "iwa": "4.A.3.b.6.h" }, { "name": "Study blueprints or other instructions to determine equipment setup requirements.", "iwa": "4.A.1.a.1.b" }, { "name": "Exchange information with colleagues.", "iwa": "4.A.4.a.2.c" }, { "name": "Measure dimensions of completed products or workpieces to verify conformance to specifications.", "iwa": "4.A.1.b.3.a" }, { "name": "Mount attachments or tools onto production equipment.", "iwa": "4.A.3.a.2.f" }, { "name": "Set equipment controls to meet cutting specifications.", "iwa": "4.A.3.a.2.i" }, { "name": "Install mechanical components in production equipment.", "iwa": "4.A.3.a.2.at" }, { "name": "Load materials into production equipment.", "iwa": "4.A.3.a.1.f" }, { "name": "Monitor equipment operation to ensure proper functioning.", "iwa": "4.A.1.a.2.a" }, { "name": "Cut fabrics.", "iwa": "4.A.3.a.2.l" }, { "name": "Clean production equipment.", "iwa": "4.A.3.a.1.c" }, { "name": "Lubricate production equipment.", "iwa": "4.A.3.b.5.a" }, { "name": "Remove accessories, tools, or other parts from equipment.", "iwa": "4.A.3.a.2.s" }, { "name": "Remove products or workpieces from production equipment.", "iwa": "4.A.3.a.2.an" }, { "name": "Replace worn equipment components.", "iwa": "4.A.3.b.4.c" }, { "name": "Repair production equipment or tools.", "iwa": "4.A.3.b.4.c" } ], "capabilities": [ { "name": "Operations Monitoring", "family": "transferable_skill", "value": 3.62 }, { "name": "Arm-Hand Steadiness", "family": "ability", "value": 3.62 }, { "name": "Operation and Control", "family": "transferable_skill", "value": 3.5 }, { "name": "Control Precision", "family": "ability", "value": 3.5 }, { "name": "Production and Processing", "family": "knowledge", "value": 3.45 }, { "name": "Manual Dexterity", "family": "ability", "value": 3.38 }, { "name": "Finger Dexterity", "family": "ability", "value": 3.38 }, { "name": "Reaction Time", "family": "ability", "value": 3.38 }, { "name": "Multilimb Coordination", "family": "ability", "value": 3.25 }, { "name": "Trunk Strength", "family": "ability", "value": 3.25 }, { "name": "Near Vision", "family": "ability", "value": 3.25 }, { "name": "Administration and Management", "family": "knowledge", "value": 3.13 }, { "name": "Speaking", "family": "essential_skill", "value": 3.12 }, { "name": "Quality Control Analysis", "family": "transferable_skill", "value": 3.12 }, { "name": "Problem Sensitivity", "family": "ability", "value": 3.12 }, { "name": "Selective Attention", "family": "ability", "value": 3.12 }, { "name": "Static Strength", "family": "ability", "value": 3.12 }, { "name": "Extent Flexibility", "family": "ability", "value": 3.12 }, { "name": "Mechanical", "family": "knowledge", "value": 3.07 }, { "name": "Public Safety and Security", "family": "knowledge", "value": 3.05 }, { "name": "Active Listening", "family": "essential_skill", "value": 3 }, { "name": "Critical Thinking", "family": "essential_skill", "value": 3 }, { "name": "Monitoring", "family": "essential_skill", "value": 3 }, { "name": "Oral Expression", "family": "ability", "value": 3 }, { "name": "Category Flexibility", "family": "ability", "value": 3 }, { "name": "Flexibility of Closure", "family": "ability", "value": 3 }, { "name": "Perceptual Speed", "family": "ability", "value": 3 }, { "name": "Visualization", "family": "ability", "value": 3 }, { "name": "Rate Control", "family": "ability", "value": 3 }, { "name": "Wrist-Finger Speed", "family": "ability", "value": 3 }, { "name": "Far Vision", "family": "ability", "value": 3 }, { "name": "Visual Color Discrimination", "family": "ability", "value": 3 }, { "name": "Auditory Attention", "family": "ability", "value": 3 }, { "name": "Speech Clarity", "family": "ability", "value": 3 }, { "name": "Troubleshooting", "family": "transferable_skill", "value": 2.88 }, { "name": "Deductive Reasoning", "family": "ability", "value": 2.88 }, { "name": "Information Ordering", "family": "ability", "value": 2.88 }, { "name": "Stamina", "family": "ability", "value": 2.88 }, { "name": "Gross Body Coordination", "family": "ability", "value": 2.88 }, { "name": "Depth Perception", "family": "ability", "value": 2.88 } ], "skills": [ { "name": "Finger Dexterity", "type": "Common Skill" }, { "name": "Visualization", "type": "Specialized Skill" }, { "name": "Microsoft Word", "type": "Common Skill" }, { "name": "Microsoft Outlook", "type": "Common Skill" }, { "name": "Microsoft Excel", "type": "Common Skill" }, { "name": "Critical Thinking", "type": "Common Skill" }, { "name": "Active Listening", "type": "Common Skill" }, { "name": "Speech Recognition", "type": "Specialized Skill" }, { "name": "Information Ordering", "type": "Specialized Skill" }, { "name": "Depth Perception", "type": "Common Skill" }, { "name": "Deductive Reasoning", "type": "Common Skill" }, { "name": "Inductive Reasoning", "type": "Common Skill" }, { "name": "English Language", "type": "Common Skill" }, { "name": "Mathematics", "type": "Common Skill" }, { "name": "Equipment Maintenance", "type": "Specialized Skill" }, { "name": "Time Management", "type": "Common Skill" }, { "name": "Social Perceptiveness", "type": "Common Skill" }, { "name": "Reading Comprehension", "type": "Common Skill" }, { "name": "Complex Problem Solving", "type": "Common Skill" }, { "name": "Psychology", "type": "Specialized Skill" }, { "name": "Writing", "type": "Common Skill" }, { "name": "Learning Strategies", "type": "Specialized Skill" }, { "name": "Instructing", "type": "Specialized Skill" }, { "name": "Active Learning", "type": "Common Skill" }, { "name": "Systems Analysis", "type": "Specialized Skill" }, { "name": "Equipment Selection", "type": "Specialized Skill" }, { "name": "Negotiation", "type": "Common Skill" }, { "name": "Foreign Language", "type": "Common Skill" }, { "name": "Installation", "type": "Specialized Skill" }, { "name": "Physics", "type": "Specialized Skill" }, { "name": "Chemistry", "type": "Specialized Skill" }, { "name": "Geography", "type": "Specialized Skill" }, { "name": "Telecommunications", "type": "Specialized Skill" }, { "name": "Biology", "type": "Specialized Skill" } ], "tools": [ { "example": "Microsoft Excel", "category": "Spreadsheet software", "hot": true, "inDemand": false }, { "example": "Microsoft Office software", "category": "Office suite software", "hot": true, "inDemand": false }, { "example": "Microsoft Outlook", "category": "Electronic mail software", "hot": true, "inDemand": false }, { "example": "Microsoft Word", "category": "Word processing software", "hot": true, "inDemand": false } ], "workContext": [ { "name": "Spend Time Walking or Running", "value": 4.73 }, { "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls", "value": 4.65 }, { "name": "Spend Time Standing", "value": 4.62 }, { "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable", "value": 4.48 }, { "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets", "value": 4.19 }, { "name": "Pace Determined by Speed of Equipment", "value": 4.17 }, { "name": "Spend Time Making Repetitive Motions", "value": 4.11 }, { "name": "Work With or Contribute to a Work Group or Team", "value": 4.01 }, { "name": "Importance of Being Exact or Accurate", "value": 3.87 }, { "name": "Face-to-Face Discussions with Individuals and Within Teams", "value": 3.8 }, { "name": "Contact With Others", "value": 3.67 }, { "name": "Physical Proximity", "value": 3.54 }, { "name": "Exposed to Contaminants", "value": 3.46 }, { "name": "Indoors, Environmentally Controlled", "value": 3.36 }, { "name": "Importance of Repeating Same Tasks", "value": 3.36 }, { "name": "Time Pressure", "value": 3.27 }, { "name": "Spend Time Bending or Twisting Your Body", "value": 3.26 }, { "name": "Indoors, Not Environmentally Controlled", "value": 3.24 }, { "name": "Freedom to Make Decisions", "value": 3.07 }, { "name": "Health and Safety of Other Workers", "value": 3.06 }, { "name": "Exposed to Minor Burns, Cuts, Bites, or Stings", "value": 3.03 }, { "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions", "value": 3.02 }, { "name": "Determine Tasks, Priorities and Goals", "value": 2.9 }, { "name": "Consequence of Error", "value": 2.83 }, { "name": "Exposed to Very Hot or Cold Temperatures", "value": 2.82 }, { "name": "Work Outcomes and Results of Other Workers", "value": 2.75 }, { "name": "Impact of Decisions on Co-workers or Company Results", "value": 2.68 }, { "name": "Coordinate or Lead Others in Accomplishing Work Activities", "value": 2.58 }, { "name": "Degree of Automation", "value": 2.58 }, { "name": "Dealing With Unpleasant, Angry, or Discourteous People", "value": 2.54 }, { "name": "Exposed to Hazardous Equipment", "value": 2.5 }, { "name": "Level of Competition", "value": 2.42 }, { "name": "Frequency of Decision Making", "value": 2.34 }, { "name": "Written Letters and Memos", "value": 2.11 }, { "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling", "value": 2.05 }, { "name": "Conflict 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For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training.", "svpRange": "(Below 6.0)", "educationDistribution": [ { "label": "Less than a High School Diploma", "percentage": 53.84 }, { "label": "High School Diploma", "percentage": 46.16 } ] }, "personFit": [ { "name": "Realistic", "family": "career_interest_type", "value": 6.5 }, { "name": "Conventional", "family": "career_interest_type", "value": 4.32 }, { "name": "Physical/Manual Labor", "family": "specific_interest_area", "value": 3.27 }, { "name": "Mechanics/Electronics", "family": "specific_interest_area", "value": 3.07 }, { "name": "Dependability", "family": "work_style", "value": 2.11 }, { "name": "Attention to Detail", "family": "work_style", "value": 2.02 }, { "name": "Cautiousness", "family": "work_style", "value": 1.96 }, { "name": "Engineering", "family": "specific_interest_area", "value": 1.85 }, { "name": "Transportation/Machine Operation", "family": "specific_interest_area", "value": 1.56 }, { "name": "Enterprising", "family": "career_interest_type", "value": 1.53 }, { "name": "Investigative", "family": "career_interest_type", "value": 1.48 }, { "name": "Construction/Woodwork", "family": "specific_interest_area", "value": 1.41 }, { "name": "Management/Administration", "family": "specific_interest_area", "value": 1.35 }, { "name": "Accounting", "family": "specific_interest_area", "value": 1.34 }, { "name": "Artistic", "family": "career_interest_type", "value": 1.33 }, { "name": "Applied Arts and Design", "family": "specific_interest_area", "value": 1.24 } ], "relatedRoles": [ { "socCode": "51-6063.00", "slug": "role-51-6063-00", "title": "Textile Knitting and Weaving Machine Setters, Operators, and Tenders", "tier": "Primary-Short" }, { "socCode": "51-9196.00", "slug": "role-51-9196-00", "title": "Paper Goods Machine Setters, Operators, and Tenders", "tier": "Primary-Short" }, { "socCode": "51-6091.00", "slug": "role-51-6091-00", "title": "Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers", "tier": "Primary-Short" }, { "socCode": "51-9032.00", "slug": "role-51-9032-00", "title": "Cutting and Slicing Machine Setters, Operators, and Tenders", "tier": "Primary-Short" }, { "socCode": "53-7063.00", "slug": "role-53-7063-00", "title": "Machine Feeders and Offbearers", "tier": "Primary-Short" }, { "socCode": "51-6062.00", "slug": "role-51-6062-00", "title": "Textile Cutting Machine Setters, Operators, and Tenders", "tier": "Primary-Long" }, { "socCode": "51-9191.00", "slug": "role-51-9191-00", "title": "Adhesive Bonding Machine Operators and Tenders", "tier": "Primary-Long" }, { "socCode": "51-7042.00", "slug": "role-51-7042-00", "title": "Woodworking Machine Setters, Operators, and Tenders, Except Sawing", "tier": "Primary-Long" }, { "socCode": "51-6031.00", "slug": "role-51-6031-00", "title": "Sewing Machine Operators", "tier": "Primary-Long" }, { "socCode": "51-2021.00", "slug": "role-51-2021-00", "title": "Coil Winders, Tapers, and Finishers", "tier": "Primary-Long" }, { "socCode": "51-6042.00", "slug": "role-51-6042-00", "title": "Shoe Machine Operators and Tenders", "tier": "Supplemental" }, { "socCode": "51-4034.00", "slug": "role-51-4034-00", "title": "Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic", "tier": "Supplemental" } ], "careerClusters": [ { "cluster": "Advanced Manufacturing", "slug": "advanced-manufacturing" } ], "educationLevel": { "category": "High school diploma or equivalent", "slug": "high-school-diploma-or-equivalent" }, "studyPrograms": [], "market": { "medianWage": 37660, "meanWage": 38440, "pct10Wage": 30380, "pct25Wage": 35270, "pct75Wage": 40970, "pct90Wage": 46940, "employment": 20600, "areaTitle": "U.S." }, "industries": { "top": [ { "naics": "31-33", "slug": "31-33", "title": "Manufacturing", "level": "Sector", "employment": 20350, 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A relative research score, not a forecast of job loss." }, { "source": "eloundou_gamma", "label": "LLM task exposure, γ (OpenAI / Eloundou)", "value": 0.08571428571428572, "percentile": 12, "band": "Low", "note": "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank." }, { "source": "microsoft_applicability", "label": "AI assistant applicability (Microsoft)", "value": 0.05506755737290524, "percentile": 13, "band": "Low", "note": "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement." } ], "freyHistorical": { "source": "frey", "label": "Computerization probability (Frey & Osborne, 2013)", "value": 0.96, "percentile": 91, "band": "High", "note": "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking." }, "teleworkable": false, "eloundou": { "alpha": 0.08571428571428572, "beta": 0.08571428571428572, "gamma": 0.08571428571428572 }, "usageTasks": [], "bls": { "growthPercent": -9, "growthPercentile": 7, "direction": "Declining", "annualOpeningsThousands": 2.5, "annualOpeningsPercentile": 33, "employment2024Thousands": 21.7, "employment2034Thousands": 19.8 }, "sources": [ { "source": "bls_employment_projections", "version": "2024-2034" }, { "source": "dingel_neiman", "version": "dingel-neiman-workathome" }, { "source": "felten_aioe", "version": "felten-raj-seamans-aioe" }, { "source": "frey_osborne", "version": "frey-osborne-automation" }, { "source": "microsoft_working_with_ai", "version": "working-with-ai" }, { "source": "openai_gpts_are_gpts", "version": "gpts-are-gpts" } ] }, "counts": { "tasks": 23, "skills": 34, "capabilities": 120, "tools": 4, "relatedRoles": 20 }, "source": { "dataset": "gold.onet_role_starter_surface", "version": "30.3", "generatedAt": "2026-06-02T21:00:32.945303+00:00", "contentHash": "8c28e3c7237aa5d7" } }