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Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

SOC 51-4021.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers the setup, operation, quality inspection, troubleshooting, and continuous improvement of metal and plastic extrusion and drawing machines in a moderate-volume manufacturing environment, from entry-level operator tasks through department-level leadership.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Machine controls and gauges — identify and locate under direct supervisor guidance on the production floor.
  2. Basic measurement tools such as calipers and micrometers — use to check extruded product dimensions against written specifications with close oversight.
  3. Die installation steps — follow written procedures to assist in mounting dies and sizing rings on extrusion machines under supervision.
  4. Machine startup sequences — execute according to posted checklists to regulate vacuum, air pressure, and temperature settings with a trainer present.
  5. Extruded product defects such as surface cracks and dimensional deviations — recognize and report to a lead operator during routine production runs.
  6. Extruded material — reel into rolls of specified lengths and weights following step-by-step instructions in a production line environment.
  7. Work area cleanliness and housekeeping standards — maintain by sweeping scrap material and wiping equipment surfaces at the end of each shift.
  8. Production and processing terminology — learn and use correctly when communicating with supervisors and coworkers on the shop floor.
  9. Basic hand tools used in machine setup — select and handle safely under direct instruction during die change assistance tasks.
  10. Safety protocols and personal protective equipment requirements — follow consistently at all times in the extrusion department.
Developing
Mid-level / Established
  1. Extruded product measurements — conduct independently using precision instruments and adjust machine controls to bring output into specification during normal production runs.
  2. Setup procedures and die selection — determine and execute for standard production orders by reading job specifications without continuous supervisor direction.
  3. Machine speed, temperature, and pressure settings — regulate and synchronize across extrusion line components to maintain consistent output quality on familiar material types.
  4. Die changes on extruding machines — complete according to production line changeover schedules, minimizing downtime in a moderate-volume manufacturing environment.
  5. Machine screws, dies, and sizing rings — install correctly on thermoplastic or metal extrusion machines following standard operating procedures with minimal oversight.
  6. Minor equipment malfunctions such as jams and material feed inconsistencies — troubleshoot and resolve using established maintenance checklists during live production shifts.
  7. Production records and quality data — enter accurately into spreadsheet or ERP software to support shift reporting requirements.
  8. Coordination with coworkers on adjacent production line stations — demonstrate by communicating clearly about product flow and equipment status during handoffs.
  9. Control precision adjustments to vacuum and sizing ring settings — apply in response to real-time product monitoring feedback on the extrusion floor.
  10. Quality control inspections of finished rolls — perform systematically to detect dimensional and surface defects before product moves to downstream processing.
Proficient
Senior / Expert IC
  1. Full-range extrusion machine setup for complex or non-standard product specifications — execute autonomously, selecting appropriate dies, rings, and parameter settings without supervisory input.
  2. Non-routine product defects involving material composition or process drift — analyze root causes using critical thinking and adjust multiple machine variables to restore conformance.
  3. Troubleshooting of mechanical and process failures across the extrusion line — diagnose and resolve independently, performing minor repairs to minimize unplanned downtime.
  4. Machine control parameters for vacuum, air pressure, temperature, and line speed — optimize simultaneously to achieve tight-tolerance output across diverse thermoplastic and metal materials.
  5. Production line changeovers involving multiple die and tooling changes — manage efficiently, sequencing tasks to meet production scheduling requirements in a fast-paced facility.
  6. Complex problem-solving during material processing anomalies — apply systematic judgment to evaluate equipment performance data and implement corrective actions during live runs.
  7. Quality control analysis of extruded product samples — conduct comprehensively, interpreting measurement trends to proactively prevent specification drift across an entire production run.
  8. ERP and database software for production and inventory tracking — use proficiently to query job orders, log quality data, and support continuous process documentation.
  9. Training guidance to newer operators on machine operation and safety practices — provide informally during shared shifts based on direct operational experience.
  10. Cross-functional coordination with maintenance and quality personnel — facilitate by clearly communicating equipment condition and product quality findings to support timely interventions.
Advanced
Lead / Principal / Executive
  1. Extrusion department setup standards and standard operating procedures — develop and implement across all machines to ensure consistency, safety, and regulatory compliance facility-wide.
  2. Operator training programs for machine setup, die changes, and quality inspection — design and deliver to build competency in new and developing team members throughout the production department.
  3. Production line efficiency and quality metrics — analyze using ERP and data tools to identify systemic bottlenecks and lead continuous improvement initiatives across the extrusion operation.
  4. Equipment maintenance strategies for extrusion machinery — establish preventive schedules and troubleshooting decision trees that reduce unplanned downtime across the full machine fleet.
  5. Complex product specification requirements from engineering or customers — translate into practical machine parameters and tooling configurations, guiding operators through non-standard production scenarios.
  6. Quality control analysis frameworks for the department — implement to set acceptance criteria, inspection frequency, and corrective action protocols governing all extruded product lines.
  7. Production scheduling coordination with supervisors and planners — lead by providing expert input on changeover times, tooling availability, and machine capacity for short- and long-range planning.
  8. Organizational knowledge of extrusion materials, processes, and equipment capabilities — apply at a strategic level to evaluate new product feasibility and support capital equipment decisions.
  9. Safety culture and cautiousness standards on the production floor — model and reinforce through observation, mentoring, and formal feedback to all levels of production staff.
  10. Cross-departmental communication with quality, engineering, and management — lead by presenting production performance data, recommending process changes, and representing the extrusion team in operational reviews.

AI-at-Work Competency Framework

Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.
Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging
  1. AI-assisted defect recognition — reviews machine-generated alerts and basic anomaly flags from process monitoring software to identify obvious out-of-spec conditions in extruded product dimensions, while relying on a supervisor to confirm corrective action Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. Parameter baseline lookup — queries an AI tool to retrieve recommended temperature, pressure, and speed settings for a given die-and-material combination, then cross-checks retrieved values against the job order before entering them on the machine WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Defect log interpretation — feeds shift-level quality records into an AI summarization tool to surface recurring defect patterns, using the output to prioritize which machine controls to inspect first Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Real-time process adjustment — interprets continuous AI-driven monitoring outputs for vacuum, air pressure, and extrusion speed, applying judgment to decide when a flagged deviation requires an immediate manual control change versus a scheduled correction Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Die and setup selection support — directs an AI configuration assistant to narrow candidate dies and sizing rings based on product specifications, then validates the shortlist against physical machine constraints and material behavior before finalizing setup.
  3. Quality conformance reporting — uses an AI drafting tool to compile dimensional measurement data and defect counts into structured shift reports, reviewing and correcting all numerical entries before submission WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Predictive maintenance coordination — synthesizes AI-generated wear-pattern predictions for screws, dies, and sizing rings with firsthand machine observations to schedule preventive die changes before dimensional drift exceeds tolerance, reducing unplanned downtime Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Process optimization direction — leads the configuration of an AI-assisted statistical process control dashboard, defining threshold rules and alarm logic that reflect material-specific extrusion behavior, and trains less experienced operators to interpret its outputs correctly Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Cross-shift knowledge transfer — structures accumulated setup procedures, control-adjustment histories, and defect-resolution cases into an AI-searchable knowledge base, ensuring the institutional knowledge embedded in machine parameters is retrievable and auditable by the full crew WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Operations Monitoring
Score: 62.1 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication8 statements
Emerging
  1. Basic machine status communication — reports equipment readings and observable conditions to supervisors using standard production floor terminology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Written log entry — records basic shift notes on machine settings and output quantities in production logs O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Defect description communication — conveys specific product defects and dimensional deviations to quality personnel using measurable, observable language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Die change notification — communicates production line changeover requirements and die selection rationale to team members during shift transitions O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Cross-shift handoff communication — delivers structured verbal and written briefings on machine control settings, active issues, and pending adjustments to incoming operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Maintenance coordination communication — articulates minor repair needs and troubleshooting findings to maintenance staff with sufficient technical detail to expedite resolution O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Process improvement communication — presents documented observations on extrusion parameter optimization to production supervisors and engineers using data from inspection records Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Training communication — explains machine setup procedures, die installation sequences, and control calibration methods to new operators using clear, stepwise instruction adapted to learner experience level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Personal accountability in setup — takes ownership of assigned die selection and machine preparation tasks without requiring repeated direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety initiative — identifies and reports unsafe conditions in the work area before beginning machine operation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Peer guidance during changeovers — assists less experienced operators in sequencing die changes and adjusting extrusion controls during production line transitions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Shift readiness leadership — ensures work area is cleaned and equipment is properly staged before shift end, setting standards for the next crew O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Process stewardship — takes initiative to troubleshoot recurring equipment faults and implements corrective adjustments without waiting for supervisory direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Quality ownership — leads real-time response to out-of-specification product by halting production, identifying root cause, and directing control adjustments O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Operator mentorship — coaches developing operators through full machine setup procedures, die installation, and control synchronization, providing corrective feedback grounded in production outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Continuous improvement leadership — champions standardized setup procedures and documents best-practice control settings that reduce scrap and changeover time across the production team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Setup self-check — pauses after installing dies and sizing rings to verify own work against specifications before starting the machine Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Learning gap recognition — identifies personal knowledge gaps in thermoplastic or metal extrusion parameters and seeks clarification from experienced operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Error pattern awareness — recognizes recurring personal mistakes in control adjustments and deliberately modifies monitoring habits to catch deviations earlier Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Task prioritization reflection — evaluates own sequencing of setup, monitoring, and maintenance tasks to identify inefficiencies and adjust approach on subsequent runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Control adjustment self-monitoring — tracks own decision-making process when modifying vacuum, air pressure, and temperature settings, distinguishing reactive responses from anticipatory adjustments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Skill calibration — accurately assesses own proficiency across different die types and material profiles, directing self-study toward less familiar extrusion processes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cognitive strategy modeling — articulates to trainees the internal reasoning process used to diagnose out-of-spec product and select corrective control changes, making implicit expertise explicit Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Performance review integration — systematically reviews production records and inspection data to evaluate own setup decisions and refines future procedures based on identified patterns Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Specification comparison — measures extruded products and compares results against written dimensional tolerances to identify pass/fail status O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Basic defect identification — distinguishes between surface defects and dimensional nonconformances on extruded metal or plastic products during routine inspection O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Cause-effect reasoning — analyzes relationships between control settings such as temperature and extrusion speed and resulting product characteristics to inform initial adjustments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Die selection evaluation — assesses available machine dies against job specifications and material requirements before committing to setup configuration O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Troubleshooting analysis — systematically isolates equipment variables during malfunction by testing one parameter at a time and evaluating outcome before proceeding to next adjustment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Quality deviation judgment — evaluates whether a detected product defect requires immediate machine stop, parameter adjustment, or escalation to engineering based on defect type and severity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Process parameter optimization analysis — critically evaluates historical production run data to identify optimal control setting ranges that minimize defect rates across material types Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Risk assessment during non-standard runs — applies structured reasoning to evaluate feasibility and risk when running unfamiliar materials or die configurations, recommending go/no-go decisions with documented rationale Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Team task coordination — coordinates with co-workers during reel changeover and product roll collection to maintain uninterrupted extrusion output Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Maintenance team cooperation — provides clear equipment access and communicates machine status to maintenance personnel during minor repairs O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Cross-functional quality collaboration — works with quality control personnel to interpret inspection findings and agree on necessary control adjustments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Shift team synchronization — coordinates machine handoffs with incoming and outgoing operators to ensure continuity of control settings and awareness of active issues O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Production line coordination — collaborates with upstream and downstream production team members to synchronize extrusion speed with material feed rates and finished product handling Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Multi-operator die change execution — leads coordinated die change sequence with team members, clearly assigning roles to minimize changeover time and error risk O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cross-department process improvement collaboration — partners with engineers, quality staff, and maintenance technicians to co-develop solutions to chronic extrusion defects or recurring equipment failures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Team skill development collaboration — actively shares setup expertise and troubleshooting approaches with peers, contributing to collective team proficiency across die types and material profiles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Production record honesty — accurately logs machine settings, output quantities, and observed defects without omission or alteration Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Workspace responsibility — cleans assigned work areas consistently and returns tools and materials to designated locations after each task O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Quality accountability — reports out-of-specification product promptly rather than allowing nonconforming material to advance through the production line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Equipment care ethics — reports equipment wear or damage observed during setup or operation rather than deferring disclosure to avoid downtime Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Safety compliance integrity — adheres to lockout/tagout and PPE protocols during die installation and minor repairs even when not directly supervised Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Professional reliability — consistently meets production setup timelines and communicates proactively when delays or complications arise Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical production stewardship — escalates systemic quality or safety concerns through appropriate channels, prioritizing product integrity and worker safety over production output pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Accountability modeling — demonstrates transparent self-correction when own setup errors contribute to defects and uses incidents as documented learning opportunities for the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Improvised minor repair solutions — applies available tools and materials to address minor equipment issues when standard components are temporarily unavailable, within approved maintenance boundaries Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Alternative setup sequencing — explores different die installation sequences to reduce setup time while maintaining specification compliance O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Defect reduction experimentation — proposes and tests incremental adjustments to vacuum, pressure, or temperature settings to address recurring product defects not resolved by standard control procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Workplace organization innovation — develops practical improvements to tool and die storage arrangements that reduce retrieval time during production changeovers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Novel troubleshooting approaches — generates and evaluates non-standard diagnostic approaches when conventional troubleshooting steps fail to resolve equipment faults Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-material adaptation — creatively adapts established extrusion control settings from known materials to new or unfamiliar material profiles, using analogical reasoning to reduce trial-and-error iterations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Process innovation contribution — develops and documents original setup procedures or control parameter combinations that demonstrably improve output quality or reduce scrap beyond standard operating performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Die utilization creativity — identifies unconventional die and sizing ring combinations that expand the range of achievable product profiles within equipment capability constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts corrective input from supervisors and experienced operators on machine setup and control adjustments without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. New material openness — approaches unfamiliar thermoplastic or metal material extrusion assignments as learning opportunities rather than sources of avoidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill expansion effort — voluntarily practices die installation and control calibration on machine types outside primary assignment to broaden operational capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Defect-driven learning — treats recurring product defects as diagnostic puzzles and actively researches contributing process variables to build deeper extrusion knowledge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Setback persistence — resumes structured troubleshooting after initial corrective adjustments fail to resolve product nonconformance, adapting approach rather than escalating prematurely Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Continuous skill refinement — consistently reviews production data and quality inspection results to identify personal performance gaps and targets specific control skills for improvement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery-oriented mentoring — models growth mindset explicitly for developing operators by narrating own learning process during complex troubleshooting scenarios and acknowledging uncertainty openly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Technical knowledge pursuit — proactively seeks out training resources, engineering documentation, and cross-functional expertise to deepen understanding of extrusion physics and material science beyond job minimum requirements Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Attentive machine monitoring — maintains consistent focus on instrument gauges and product output during repetitive production runs without drifting into inattention Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Pre-task grounding — pauses before initiating machine startup to verify control settings and confirm die installation completeness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Noise and distraction management — sustains monitoring attention in high-noise production environments by developing deliberate sensory focus strategies for detecting auditory and visual equipment anomalies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Emotional regulation during equipment failures — manages frustration during repeated troubleshooting attempts, maintaining methodical diagnostic behavior rather than reactive adjustment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Intentional control adjustment — approaches each parameter change with deliberate, single-variable discipline rather than making simultaneous reactive adjustments that obscure cause-effect relationships Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. End-of-shift awareness — conducts mindful equipment and work area review before shift end, catching overlooked issues such as minor leaks, misaligned dies, or incomplete cleaning tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Anticipatory monitoring practice — cultivates present-moment situational awareness across multiple machine indicators simultaneously, detecting early-stage deviations before they manifest as defects or stoppages Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Stress resilience under production pressure — maintains deliberate, unhurried decision-making during high-output demand periods, preventing pressure-induced setup errors or quality oversights Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical endurance baseline — sustains required standing, lifting, and repetitive manual tasks throughout full production shifts without abandoning assigned machine responsibilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Initial difficulty persistence — continues working through unfamiliar die installation challenges rather than immediately requesting assistance after first unsuccessful attempt Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Troubleshooting persistence — continues systematic diagnostic effort through multiple failed corrective attempts on malfunctioning equipment without abandoning structured approach Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. High-demand shift resilience — maintains quality inspection rigor and machine monitoring attention during extended high-volume production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Sustained performance under pressure — delivers consistent setup accuracy and quality compliance during periods of high production demand, equipment complexity, or tight changeover schedules Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Adversity recovery — returns to full operational effectiveness following equipment breakdown or significant production loss without prolonged disruption to focus or output quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Long-term process resilience — maintains commitment to quality standards and continuous improvement practices across sustained periods of repetitive production, resisting complacency and skill erosion Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Crisis response fortitude — leads team through unexpected major equipment failure or safety incident with calm, decisive action, stabilizing the situation and directing recovery steps without panic or paralysis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Show O*NET source anchors45 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
Core Extruder · Core Shaper · Draw Machine Operator · Drawbench Operator · Equipment Technician · Extruder Operator · Extruding Press Adjuster · Extruding Press Operator · Extrusion Machine Operator · Extrusion Operator · Extrusion Press Adjuster · Extrusion Press Operator
RAPIDS apprenticeships
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O*NET skills
Operations MonitoringOperation and ControlQuality Control AnalysisJudgment and Decision MakingCritical ThinkingMonitoringSpeakingCoordinationComplex Problem SolvingTroubleshooting
Knowledge domains
Production and ProcessingMathematicsEnglish Language
Abilities
Control PrecisionReaction TimeMultilimb CoordinationManual DexterityRate ControlProblem SensitivityNear VisionTrunk StrengthStatic StrengthArm-Hand Steadiness
Work styles
Attention to DetailDependabilityCautiousnessAchievement OrientationStress TolerancePerseverance
Technology
Enterprise application integration softwareSpreadsheet softwareOffice suite softwareElectronic mail softwarePresentation softwareWord processing softwareData base user interface and query softwareEnterprise resource planning ERP software
Tasks · seed anchors for statements
  1. Measure and examine extruded products to locate defects and to check for conformance to specifications, adjusting controls as necessary to alter products.
  2. Determine setup procedures and select machine dies and parts, according to specifications.
  3. Start machines and set controls to regulate vacuum, air pressure, sizing rings, and temperature, and to synchronize speed of extrusion.
  4. Reel extruded products into rolls of specified lengths and weights.
  5. Install dies, machine screws, and sizing rings on machines that extrude thermoplastic or metal materials.
  6. Change dies on extruding machines, according to production line changes.
  7. Clean work areas.
  8. Troubleshoot, maintain, and make minor repairs to equipment.
CIP education codes
48.0501

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.