{ "entityType": "role", "schemaVersion": "role.v1", "slug": "role-51-6091-00", "socCode": "51-6091.00", "title": "Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers", "summary": "Set up, operate, or tend machines that extrude and form continuous filaments from synthetic materials, such as liquid polymer, rayon, and fiberglass.", "aliases": [ "Extruder Operator", "Extrusion Line Operator", "Extrusion Operator", "Spindraw Operator", "Extruder", "Granulator", "Hot End Operator", "Pelletizer Operator", "Pot Tipper", "Stretch Operator", "Beamer Operator", "Beaming Machine Operator" ], "tasks": [ { "text": "Set up, operate, or tend machines that extrude and form filaments from synthetic materials such as rayon, fiberglass, or liquid polymers.", "type": "Core", "iwa": "4.A.3.a.3.f" }, { "text": "Press buttons to stop machines when processes are complete or when malfunctions are detected.", "type": "Core", "iwa": "4.A.3.a.3.f" }, { "text": "Notify other workers of defects, and direct them to adjust extruding and forming machines.", "type": "Core", "iwa": "4.A.4.a.2.g" }, { "text": "Observe flow of finish across finish rollers, and turn valves to adjust flow to specifications.", "type": "Supplemental", "iwa": "4.A.3.a.2.i" }, { "text": "Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.", "type": "Core", "iwa": "4.A.1.a.2.a" }, { "text": "Remove polymer deposits from spinnerettes and equipment, using silicone spray, brass chisels, and bronze-wool pads.", "type": "Supplemental", "iwa": "4.A.3.a.1.c" }, { "text": "Load materials into extruding and forming machines, using hand tools, and adjust feed mechanisms to set feed rates.", "type": "Core", "iwa": "4.A.3.a.1.f" }, { "text": "Press metering-pump buttons and turn valves to stop flow of polymers.", "type": "Supplemental", "iwa": "4.A.3.a.2.i" }, { "text": "Record operational data on tags, and attach tags to machines.", "type": "Supplemental", "iwa": "4.A.1.b.1.a" }, { "text": "Move controls to activate and adjust extruding and forming machines.", "type": "Core", "iwa": "4.A.3.a.3.f" }, { "text": "Start metering pumps and observe operation of machines and equipment to ensure continuous flow of filaments extruded through spinnerettes and to detect processing defects.", "type": "Supplemental", "iwa": "4.A.1.a.2.a" }, { "text": "Remove excess, entangled, or completed filaments from machines, using hand tools.", "type": "Supplemental", "iwa": "4.A.3.a.1.c" } ], "emergingTasks": [], "activities": [ { "name": "Clean production equipment.", "iwa": "4.A.3.a.1.c" }, { "name": "Operate metal or plastic forming equipment.", "iwa": "4.A.3.a.3.f" }, { "name": "Load materials into production equipment.", "iwa": "4.A.3.a.1.f" }, { "name": "Adjust equipment controls to regulate flow of production materials or products.", "iwa": "4.A.3.a.2.i" }, { "name": "Watch operating equipment to detect malfunctions.", "iwa": "4.A.1.a.2.a" }, { "name": "Operate pumping systems or equipment.", "iwa": "4.A.3.a.3.b" }, { "name": "Record operational or production data.", "iwa": "4.A.3.b.6.h" }, { "name": "Notify others of equipment repair or maintenance needs.", "iwa": "4.A.4.a.2.g" }, { "name": "Signal others to coordinate work activities.", "iwa": "4.A.4.b.1.b" }, { "name": "Monitor equipment operation to ensure proper functioning.", "iwa": "4.A.1.a.2.a" }, { "name": "Cut industrial materials in preparation for fabrication or processing.", "iwa": "4.A.3.a.2.l" }, { "name": "Maintain production or processing equipment.", "iwa": "4.A.3.b.5.a" }, { "name": "Mark products, workpieces, or equipment with identifying information.", "iwa": "4.A.1.b.1.a" }, { "name": "Position containers to receive materials or workpieces.", "iwa": "4.A.3.a.2.v" } ], "capabilities": [ { "name": "Operations Monitoring", "family": "transferable_skill", "value": 4 }, { "name": "Operation and Control", "family": "transferable_skill", "value": 3.75 }, { "name": "Problem Sensitivity", "family": "ability", "value": 3.75 }, { "name": "Control Precision", "family": "ability", "value": 3.75 }, { "name": "Production and Processing", "family": "knowledge", "value": 3.68 }, { "name": "Monitoring", "family": "essential_skill", "value": 3.5 }, { "name": "Near Vision", "family": "ability", "value": 3.5 }, { "name": "Oral Comprehension", "family": "ability", "value": 3.38 }, { "name": "Arm-Hand Steadiness", "family": "ability", "value": 3.38 }, { "name": "Finger Dexterity", "family": "ability", "value": 3.38 }, { "name": "Manual Dexterity", "family": "ability", "value": 3.25 }, { "name": "Multilimb Coordination", "family": "ability", "value": 3.25 }, { "name": "Reaction Time", "family": "ability", "value": 3.25 }, { "name": "English Language", "family": "knowledge", "value": 3.23 }, { "name": "Mathematics", "family": "knowledge", "value": 3.12 }, { "name": "Oral Expression", "family": "ability", "value": 3.12 }, { "name": "Deductive Reasoning", "family": "ability", "value": 3.12 }, { "name": "Inductive Reasoning", "family": "ability", "value": 3.12 }, { "name": "Information Ordering", "family": "ability", "value": 3.12 }, { "name": "Rate Control", "family": "ability", "value": 3.12 }, { "name": "Education and Training", "family": "knowledge", "value": 3.11 }, { "name": "Mechanical", "family": "knowledge", "value": 3.07 }, { "name": "Active Listening", "family": "essential_skill", "value": 3 }, { "name": "Speaking", "family": "essential_skill", "value": 3 }, { "name": "Coordination", "family": "transferable_skill", "value": 3 }, { "name": "Complex Problem Solving", "family": "transferable_skill", "value": 3 }, { "name": "Quality Control Analysis", "family": "transferable_skill", "value": 3 }, { "name": "Judgment and Decision Making", "family": "transferable_skill", "value": 3 }, { "name": "Time Management", "family": "transferable_skill", "value": 3 }, { "name": "Written Comprehension", "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": "Selective Attention", "family": "ability", "value": 3 }, { "name": "Time Sharing", "family": "ability", "value": 3 }, { "name": "Trunk Strength", "family": "ability", "value": 3 }, { "name": "Auditory Attention", "family": "ability", "value": 3 }, { "name": "Speech Clarity", "family": "ability", "value": 3 }, { "name": "Reading Comprehension", "family": "essential_skill", "value": 2.88 } ], "skills": [ { "name": "Finger Dexterity", "type": "Common Skill" }, { "name": "English Language", "type": "Common Skill" }, { "name": "Mathematics", "type": "Common Skill" }, { "name": "Information Ordering", "type": "Specialized Skill" }, { "name": "Inductive Reasoning", "type": "Common Skill" }, { "name": "Deductive Reasoning", "type": "Common Skill" }, { "name": "Visualization", "type": "Specialized Skill" }, { "name": "Time Management", "type": "Common Skill" }, { "name": "Microsoft Word", "type": "Common Skill" }, { "name": "Microsoft Outlook", "type": "Common Skill" }, { "name": "Microsoft Excel", "type": "Common Skill" }, { "name": "Complex Problem Solving", "type": "Common Skill" }, { "name": "Active Listening", "type": "Common Skill" }, { "name": "Speech Recognition", "type": "Specialized Skill" }, { "name": "Reading Comprehension", "type": "Common Skill" }, { "name": "Critical Thinking", "type": "Common Skill" }, { "name": "Active Learning", "type": "Common Skill" }, { "name": "Writing", "type": "Common Skill" }, { "name": "Social Perceptiveness", "type": "Common Skill" }, { "name": "Equipment Selection", "type": "Specialized Skill" }, { "name": "Equipment Maintenance", "type": "Specialized Skill" }, { "name": "Depth Perception", "type": "Common Skill" }, { "name": "Learning Strategies", "type": "Specialized Skill" }, { "name": "Instructing", "type": "Specialized Skill" }, { "name": "Negotiation", "type": "Common Skill" }, { "name": "Telecommunications", "type": "Specialized Skill" }, { "name": "Psychology", "type": "Specialized Skill" }, { "name": "Physics", "type": "Specialized Skill" }, { "name": "Systems Analysis", "type": "Specialized Skill" }, { "name": "Operational Databases", "type": "Specialized Skill" }, { "name": "Foreign Language", "type": "Common Skill" }, { "name": "Chemistry", "type": "Specialized Skill" }, { "name": "Geography", "type": "Specialized Skill" }, { "name": "Biology", "type": "Specialized Skill" }, { "name": "Installation", "type": "Specialized Skill" }, { "name": "Industrial Control Software", "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 }, { "example": "SAP software", "category": "Enterprise resource planning ERP software", "hot": true, "inDemand": false }, { "example": "Apache Hadoop YARN", "category": "Data base management system software", "hot": false, "inDemand": false }, { "example": "Camstar Manufacturing Execution System MES", "category": "Industrial control software", "hot": false, "inDemand": false }, { "example": "Operational databases", "category": "Data base user interface and query software", "hot": false, "inDemand": false }, { "example": "Statistical process control SPC software", "category": "Industrial control software", "hot": false, "inDemand": false } ], "workContext": [ { "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets", "value": 5 }, { "name": "Face-to-Face Discussions with Individuals and Within Teams", "value": 4.92 }, { "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable", "value": 4.66 }, { "name": "Exposed to Contaminants", "value": 4.65 }, { "name": "Work With or Contribute to a Work Group or Team", "value": 4.56 }, { "name": "Indoors, Environmentally Controlled", "value": 4.46 }, { "name": "Contact With Others", "value": 4.45 }, { "name": "Exposed to Very Hot or Cold Temperatures", "value": 4.22 }, { "name": "Frequency of Decision Making", "value": 4.19 }, { "name": "Importance of Being Exact or Accurate", "value": 4.04 }, { "name": "Telephone Conversations", "value": 4.01 }, { "name": "Impact of Decisions on Co-workers or Company Results", "value": 3.89 }, { "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls", "value": 3.88 }, { "name": "Time Pressure", 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"meanWage": 47420, "pct10Wage": 35590, "pct25Wage": 38990, "pct75Wage": 54690, "pct90Wage": 63650, "employment": 14900, "areaTitle": "U.S." }, "industries": { "top": [ { "naics": "31-33", "slug": "31-33", "title": "Manufacturing", "level": "Sector", "employment": 14610, "medianWage": 45160, "lq": 11.85 }, { "naics": "42", "slug": "42", "title": "Wholesale Trade", "level": "Sector", "medianWage": 39200 }, { "naics": "56", "slug": "56", "title": "Administrative and Support and Waste Management and Remediation Services", "level": "Sector", "medianWage": 36450 }, { "naics": "561320", "slug": "561320", "title": "Temporary Help Services", "level": "National industry", "medianWage": 36450 } ], "concentrated": [ { "naics": "31-33", "slug": "31-33", "title": "Manufacturing", "level": "Sector", "employment": 14610, "lq": 11.85 } ], "count": 4 }, "aiSignals": [ { "source": "frey_osborne", "label": "Computerization probability", "score": 0.88, "scale": "0-1 probability", "release": 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exposure (Felten et al.)", "value": -0.8596925, "percentile": 23, "band": "Low", "note": "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss." }, { "source": "eloundou_gamma", "label": "LLM task exposure, γ (OpenAI / Eloundou)", "value": 0.06896551724137931, "percentile": 10, "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": 0.04411009378463611, "percentile": 8, "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": 0.88, "percentile": 75, "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": 0.06896551724137931, "beta": 0.06896551724137931, "gamma": 0.06896551724137931 }, "usageTasks": [], "bls": { "growthPercent": -1.1, "growthPercentile": 22, "direction": "Declining", "annualOpeningsThousands": 2, "annualOpeningsPercentile": 27, "employment2024Thousands": 15.2, "employment2034Thousands": 15 }, "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": 17, "skills": 36, "capabilities": 120, "tools": 9, "relatedRoles": 20 }, "source": { "dataset": "gold.onet_role_starter_surface", "version": "30.3", "generatedAt": "2026-06-02T21:00:32.945303+00:00", "contentHash": "c4ccb81cb06b6c4c" } }