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Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

SOC 51-9041.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers machine operation, quality inspection, troubleshooting, documentation, and team leadership within industrial extrusion, forming, pressing, and compacting production environments.

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. Control buttons and activation sequences — identify and press under direct supervisor guidance during machine startup on a production floor.
  2. Machine gauges and indicator lights — observe and recognize normal versus abnormal readings with assistance from a lead operator.
  3. Work orders and specification sheets — read and locate key information such as material type and basic machine settings under close direction.
  4. Hand tools and measuring devices such as templates and scales — use to check product dimensions under direct supervision at an entry-level production station.
  5. Minor jams and loose material buildup — recognize and report to a supervisor before attempting basic clearance on a compacting or forming machine.
  6. Machine speed and pressure controls — adjust to pre-set values following step-by-step written instructions provided by a lead operator.
  7. Production data such as quantities and material types — record onto standardized paper logs or simple digital forms under supervisor review.
  8. Safety protocols and personal protective equipment — follow consistently during all machine operation tasks on the production floor.
  9. Defective or substandard product samples — identify visually using provided reference templates and set aside for supervisor review.
  10. Basic ERP or spreadsheet software — enter production counts and shift data under guidance from a trainer or lead operator.
Developing
Mid-level / Established
  1. Machine component adjustments for speed, pressure, and temperature — perform routinely from work order specifications with minimal supervisor involvement on a forming or extrusion line.
  2. Gauges, lights, and auditory signals — monitor continuously during a full shift and distinguish normal variation from developing malfunctions without prompting.
  3. Micrometers and precision scales — use independently to measure and weigh extruded or pressed products and compare results against dimensional standards.
  4. Jams and substandard material flows — clear and resolve using established procedures, minimizing production downtime on a pressing or compacting machine.
  5. Material quantities, meter readings, and product dimensions — record accurately in production logs or ERP systems throughout a standard production shift.
  6. Extruded or formed product quality — evaluate against specifications and notify supervisors promptly when output fails to meet established standards.
  7. Work orders and process instructions — interpret independently to select correct materials, ingredients, and machine settings before each production run.
  8. Machine malfunctions and quality deviations — troubleshoot using familiarity with mechanical components and report findings clearly to maintenance or supervisors.
  9. Spreadsheet and database software — use to retrieve production records, enter shift data, and cross-reference material requirements without assistance.
  10. Verbal and written communication — convey production status, quality concerns, and equipment issues clearly to supervisors and coworkers during shift handoffs.
Proficient
Senior / Expert IC
  1. Full machine setup and parameter configuration — execute autonomously for multiple extrusion, forming, or compacting machine types based on complex work order specifications.
  2. Non-routine malfunctions and persistent quality deviations — diagnose root causes using systematic troubleshooting and mechanical knowledge, implementing effective corrective actions.
  3. Dimensional, weight, and conformance inspections — conduct with precision instruments across a range of product types and flag systemic quality trends before they escalate.
  4. Production and processing workflows — optimize material flow, machine sequencing, and cycle times to consistently meet or exceed output targets.
  5. Complex ERP and materials requirements planning software — navigate to manage production schedules, material consumption records, and inventory data across a shift or product line.
  6. Machine component wear and process drift — anticipate through sustained monitoring and proactively adjust settings to maintain product quality throughout extended production runs.
  7. Unfamiliar or non-standard work orders — interpret and translate into accurate machine configurations, material selections, and processing sequences with confidence.
  8. Quality control analysis — apply structured inspection methods across an entire production batch, documenting findings and recommending process adjustments to supervisors or engineers.
  9. Cross-functional communication — articulate technical machine and quality issues clearly to maintenance technicians, engineers, and supervisors to drive timely resolution.
  10. Incident and near-miss documentation — complete thorough written reports using office suite or word processing software to support safety and continuous improvement efforts.
Advanced
Lead / Principal / Executive
  1. Machine setup standards and operating procedures — develop and codify for extrusion, forming, pressing, and compacting lines to ensure consistency across all operators on the floor.
  2. New operator training programs — design and deliver, covering machine activation, monitoring, quality inspection, and documentation practices aligned with production standards.
  3. Production quality metrics and defect trends — analyze across shifts and machine types, leading root-cause investigations and driving corrective action plans at an organizational level.
  4. Continuous improvement initiatives — lead for forming and compacting operations, identifying process inefficiencies and implementing changes that measurably reduce waste and downtime.
  5. ERP and production data systems — champion adoption and accurate use across the production team, serving as the point of expertise for data entry standards and reporting accuracy.
  6. Cross-departmental coordination — lead communication between production, maintenance, quality, and supply chain teams to align machine capacity with material availability and customer demand.
  7. Machine performance benchmarks and production targets — set and communicate to operators and team leads, translating organizational goals into actionable floor-level expectations.
  8. Safety culture and cautious operating practices — model and enforce across the production area, mentoring operators in hazard recognition and risk-reduction behaviors.
  9. Capital equipment evaluations and process technology changes — contribute expert operational input to assessments of new extrusion or compacting machinery under consideration by management.
  10. Workforce scheduling and task allocation — manage across a production shift, matching operator skills to machine assignments to maximize throughput and product quality outcomes.

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. Basic machine monitoring assistance — uses AI-powered alert systems or dashboards to flag gauge anomalies and out-of-range readings, while still relying on a supervisor to interpret and act on the data 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 adjustment guidance — consults AI-driven process recommendations for speed, pressure, and temperature settings, then applies confirmed values to machine controls under standard operating conditions 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. Defect identification support — inputs observed product measurements and visual inspection notes into an AI tool to cross-reference against conformance standards, confirming findings with a caliper or scale before acting WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Malfunction triage delegation — describes machine behavior, error codes, and gauge readings to an AI assistant to narrow down probable fault causes, then executes the physically required jam-clearing or component adjustment independently Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Process monitoring optimization — directs an AI monitoring interface to set custom alert thresholds for extrusion or compaction runs, interpreting AI-generated trend data to pre-empt material-flow deviations before they cause 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..
  3. Production run documentation — uses an AI tool to auto-generate shift logs and material conformance records from manually entered measurement data, reviewing and correcting output before submission WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Continuous-improvement cycle leadership — synthesizes AI-generated process-performance analyses across multiple production runs to identify systemic pressure or temperature drift patterns, translating findings into updated standard operating procedures 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. Cross-shift knowledge transfer — structures AI-assisted reports on recurring defects and machine adjustments into actionable briefings for incoming operators, ensuring institutional knowledge is captured and validated against direct observation rather than delegated entirely to automated summaries 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. Machine status reporting — communicates basic observations about equipment lights and gauges to supervisors using standard terminology during shift operations 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. Work order reading — interprets written production instructions and material specifications to identify required machine settings before beginning a run O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Defect escalation — notifies supervisors promptly and accurately when extruded filaments or formed products fail to meet dimensional or quality standards 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 handoff communication — conveys machine status, active work orders, and any anomalies encountered to incoming operators through verbal or written handoff Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Production recordkeeping — documents meter readings, material quantities, product dimensions, and process deviations in maintenance logs and production data sheets with precision O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-functional specification review — discusses work order requirements, tolerances, and material properties with quality technicians and supervisors to confirm run parameters before production 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. Technical briefing delivery — leads pre-shift meetings to communicate complex setup changes, new material specifications, or process updates to operator teams in clear, actionable terms Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Nonconformance documentation — authors detailed written accounts of defect patterns, process deviations, and corrective actions taken, enabling engineering and quality teams to analyze recurring issues 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.
2Leadership8 statements
Emerging
  1. Setup responsibility — takes ownership of reviewing assigned work orders and preparing machine components independently before seeking guidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety initiative — identifies and reports unsafe conditions near forming or compacting equipment without waiting to be prompted by a supervisor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Peer guidance — demonstrates correct jam-clearing procedures and gauge-monitoring techniques to newer operators on the production floor 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. Production accountability — accepts responsibility for the quality and quantity of output produced during an assigned shift without deflecting to equipment or material factors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process ownership — takes initiative to adjust machine speeds, pressures, and temperatures proactively when readings trend toward out-of-spec ranges rather than waiting for a malfunction 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. Operator mentorship — coaches developing operators on reading micrometers, interpreting templates, and verifying product conformance through hands-on demonstration Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team performance leadership — coordinates the activities of multiple operators and tenders across an extrusion or pressing line to meet production targets while maintaining quality standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous improvement leadership — champions process changes on the production floor by presenting data-driven cases to supervisors and guiding implementation of new settings or workflows 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.
3Metacognition8 statements
Emerging
  1. Self-monitoring during setup — pauses after adjusting machine components to verify that personal interpretation of specifications matches the work order before activating machinery Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Error recognition — identifies when personal gauge-reading or measurement results seem inconsistent with expectations and seeks verification before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Learning gap identification — recognizes which machine types, materials, or process parameters require additional skill development and requests targeted instruction or practice opportunities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Troubleshooting reflection — reviews own decision sequence after resolving a jam or malfunction to identify whether the approach was efficient and what could be improved Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process intuition calibration — evaluates personal assumptions about material behavior during extrusion or compaction against measured outcomes to refine mental models of production processes 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. Attention management during monitoring — recognizes when sustained machine monitoring leads to attention fatigue and applies structured scan routines to maintain reliable detection of gauge deviations 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. Knowledge transfer design — reflects on personal expertise in machine operation and deliberately structures mentoring activities to address the specific cognitive gaps observed in developing operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Strategic skill planning — assesses own competency profile across extrusion, forming, pressing, and compacting machine types to create a self-directed development plan aligned with production demands Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Specification comparison — compares actual product measurements against template or work order tolerances to determine whether output meets or fails quality standards 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. Malfunction signal recognition — distinguishes between normal operating indicator lights and warning signals indicating machine faults during routine monitoring O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Root cause identification — analyzes patterns in defective or substandard product to determine whether the source is a pressure setting, temperature variance, material inconsistency, or mechanical fault 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. Setting adjustment reasoning — evaluates the relationship between changed machine parameters and resulting product dimensions or material flow to determine whether adjustments achieve desired outcomes O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Multi-variable process diagnosis — assesses simultaneous deviations in speed, pressure, and temperature readings to isolate the primary cause of product nonconformance before making corrective 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. Evidence-based troubleshooting — examines physical evidence including material texture, product shape, and machine sounds alongside gauge data to form a reasoned diagnosis of extrusion or forming problems 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 optimization analysis — evaluates production data across multiple runs to identify whether current machine settings represent the most efficient configuration for a given material and product specification 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. Assumption challenging — questions inherited machine setup practices by testing whether default pressure and temperature settings remain optimal when new materials or product geometries are introduced Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Supervisor coordination — responds promptly and accurately to supervisor requests for production updates, defect notifications, or machine status information 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. Shared workspace conduct — coordinates material handling and movement around extrusion and pressing equipment with other operators to prevent interference and maintain safety Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Quality team partnership — provides accurate measurement data and defect samples to quality technicians to support inspection and acceptance decisions 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 collaboration — communicates machine symptoms clearly to maintenance personnel to facilitate efficient diagnosis and repair of forming or compacting equipment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cross-shift coordination — collaborates with outgoing and incoming operators to ensure seamless transition of active production runs, including shared documentation of settings and any open issues 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. Production team problem-solving — participates in group troubleshooting discussions, contributing observations about machine behavior and material characteristics to reach collective solutions 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. Cross-functional process improvement — collaborates with engineering, quality, and maintenance teams to co-develop revised operating procedures that address recurring defect patterns in extrusion or compaction processes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Operator team integration — fosters cooperative working relationships among operators of different experience levels on multi-machine production lines to sustain throughput and mutual accountability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Accurate reporting — records production quantities, material types, and meter readings honestly without inflating output figures or omitting defect counts 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. Safety compliance — follows lockout/tagout and machine guarding protocols consistently when clearing jams or performing adjustments, regardless of production pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Defect disclosure — reports defective or substandard materials and products to supervisors without concealing nonconforming output to avoid accountability 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. Work order adherence — follows specified procedures, materials, and settings from work orders without unauthorized substitutions, maintaining process integrity O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Accountability under pressure — acknowledges personal errors in machine setup or adjustment that contributed to scrap or downtime and participates constructively in corrective action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Consistent professional conduct — maintains respectful, reliable behavior toward coworkers, supervisors, and maintenance personnel across varying production conditions and workload intensity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical production stewardship — advocates for halting a production run when output clearly fails to meet specifications even when doing so creates schedule pressure, prioritizing product integrity over throughput metrics Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Role model professionalism — demonstrates and upholds standards of accuracy, safety, and accountability that newer operators observe and internalize as norms for machine operation on the floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Workaround identification — proposes simple alternative approaches to clearing jams or staging materials when standard methods are blocked by equipment or layout constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Observation-based suggestion — offers informal ideas for improving gauge visibility or material flow based on direct observation of machine operation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup adaptation — develops modified machine component configurations when standard settings prove insufficient for non-routine material properties or product geometries 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 pattern hypothesizing — generates multiple plausible explanations for an observed defect pattern to guide systematic troubleshooting rather than defaulting to a single assumed cause 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. Process parameter experimentation — tests incremental adjustments to speeds, pressures, and temperatures in a structured manner to discover settings that improve product quality or reduce material waste 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. Measurement tool improvisation — identifies creative applications of available measuring devices such as templates and micrometers to verify product conformance in non-standard inspection scenarios Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Production efficiency innovation — designs novel sequencing or batching approaches for extrusion or pressing runs that reduce changeover time or material waste without compromising product specifications Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-material technique transfer — applies forming or compaction techniques developed for one material type to solve quality or throughput challenges encountered with a different material, creating new process 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.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts correction from supervisors on machine setup or measurement technique without defensiveness and applies the feedback in subsequent tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. New machine orientation — approaches unfamiliar extrusion or pressing equipment as a learning opportunity, asking clarifying questions rather than avoiding assignment to the machine Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill broadening pursuit — seeks opportunities to operate additional machine types beyond current assignment to expand proficiency across extrusion, forming, pressing, and compacting processes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Error-based learning — analyzes production mistakes or rejected batches to extract process knowledge that improves personal technique on future 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. Specification change adaptation — adjusts personal approach and machine setup strategies when new materials, product designs, or quality standards are introduced, treating change as skill development 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. Persistent troubleshooting effort — continues systematically testing diagnostic hypotheses when initial corrective adjustments do not resolve a machine malfunction, maintaining effort through repeated cycles 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. Mastery pursuit modeling — demonstrates commitment to continuous improvement in machine operation precision and product quality that visibly inspires developing operators to invest in their own skill growth Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Industry knowledge expansion — proactively seeks information about new materials, extrusion technologies, or compaction methods to anticipate changes in production requirements and prepare adaptive responses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Focused machine activation — pauses before pressing control buttons to confirm all adjustment parameters are correctly set, avoiding reactive or automatic startup errors 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. Present-moment gauge attention — maintains deliberate focus on instrument panels and indicator lights during monitoring cycles rather than allowing attention to drift during repetitive 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.
Developing
  1. Emotional regulation during malfunction — manages frustration or urgency when equipment jams or produces defective output, maintaining methodical troubleshooting behavior rather than reactive responses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Intentional measurement practice — approaches each weighing, measuring, or template check with deliberate care, recognizing that inattention during verification produces missed nonconformances 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 monitoring discipline — maintains consistent attention to machine operation over extended shifts, applying structured observation routines to detect gradual drift in speed, pressure, or temperature readings 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. Situational awareness maintenance — tracks the status of multiple machine variables and material conditions simultaneously without losing focus on any single critical parameter 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. High-stakes composure — maintains calm, precise decision-making during simultaneous equipment malfunctions or production emergencies on a forming or compaction line, preventing escalation through intentional response Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mindful mentoring presence — gives full attention to developing operators during training interactions, noticing subtle errors in technique or comprehension that require immediate, targeted correction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical demand persistence — sustains productive work effort through the physical demands of standing, lifting, and monitoring equipment across a full production shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Repetition tolerance — maintains quality and attention standards during high-volume production runs involving repeated measurement, adjustment, and monitoring cycles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setback recovery — returns to effective machine operation after a rejected batch or equipment failure without prolonged disruption to productivity or composure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Pressure tolerance — continues accurate machine monitoring and adjustment under production schedule pressure without compromising measurement verification or defect reporting 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 troubleshooting endurance — persists through extended diagnostic efforts on difficult-to-resolve machine malfunctions, maintaining systematic method and professional composure until a solution is reached 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. Uncertain process navigation — continues productive operation when material or product specifications are ambiguous, taking measured action to verify requirements rather than stalling or making uninformed assumptions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Adversity leadership — guides a production team through sustained equipment problems, material shortages, or quality crises with calm resolve, maintaining team focus and preventing morale collapse Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term mastery persistence — sustains commitment to precision and quality standards across years of repetitive production work, resisting the erosion of rigor that prolonged routine can produce Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. 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.
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Source anchors that ground each statement

Related titles
Abrasive Wheel Molder · Air Bag Curer · Alfalfa Dehydrator Operator · Arch Cushion Press Operator · Artificial Log Machine Operator · Auger Press Operator · Automatic Lump Making Machine Tender · Bag Bailer · Bag Builder · Bailer · Bailing Machine Operator · Baler
RAPIDS apprenticeships
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O*NET skills
Operations MonitoringOperation and ControlMonitoringSpeakingReading ComprehensionActive ListeningCritical ThinkingTroubleshootingQuality Control Analysis
Knowledge domains
Production and ProcessingMechanicalComputers and Electronics
Abilities
Reaction TimePerceptual SpeedRate ControlArm-Hand SteadinessManual DexterityNear VisionProblem SensitivityInformation OrderingAuditory AttentionControl Precision
Work styles
Attention to DetailDependabilityCautiousnessStress ToleranceAchievement OrientationPerseverance
Technology
Enterprise resource planning ERP softwareSpreadsheet softwareOffice suite softwareElectronic mail softwareWord processing softwareData base user interface and query softwareMaterials requirements planning logistics and supply chain software
Tasks · seed anchors for statements
  1. Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients.
  2. Press control buttons to activate machinery and equipment.
  3. Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
  4. Monitor machine operations and observe lights and gauges to detect malfunctions.
  5. Clear jams, and remove defective or substandard materials or products.
  6. Notify supervisors when extruded filaments fail to meet standards.
  7. Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
  8. Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.
CIP education codes
52.020547.060747.060847.060947.061548.0503

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.