NSXNational Skills ExchangeSign in
Back to Framework

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

SOC 51-6064.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers machine setup, operation, quality inspection, production recordkeeping, and team leadership within textile winding, twisting, and drawing-out environments at Job Zone 2 proficiency levels.

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. Yarn, thread, or fabric — thread through guides, needles, and rollers under direct supervisor guidance on a textile production floor.
  2. Machine start-up procedures — follow step-by-step protocols to power on winding and twisting equipment with a trainer present.
  3. Equipment malfunctions — recognize warning signs and promptly notify supervisors or mechanics during a monitored production shift.
  4. Supply packages — replace depleted bobbins or spools with full packages following written instructions on a winding line.
  5. Machine operation — monitor basic run conditions and alert senior operators when readings fall outside normal ranges.
  6. Production stop points — halt machines when the specified count or quantity of wound product has been reached per shift instructions.
  7. Product samples — perform visual inspections to check for obvious defects against a reference sample under supervisor oversight.
  8. Production records — record basic data such as bobbin counts and product types on paper logs or simple spreadsheets.
  9. Arm-hand steadiness and finger dexterity — apply controlled hand movements when manually threading fine yarns through machine components.
  10. Workplace safety rules — follow posted safety and equipment-handling protocols to prevent injury during entry-level machine tending tasks.
Developing
Mid-level / Established
  1. Winding and twisting machines — start, monitor, and adjust tension and speed settings routinely with reduced supervisor oversight on a mid-volume production line.
  2. Thread paths and guides — re-thread yarn or fabric through complex machine paths independently after a break or material change.
  3. Equipment condition — inspect machinery at scheduled intervals to identify signs of wear or pending repair needs and document findings.
  4. Machine adjustments — modify roller pressure, guide alignment, or winding speed to correct minor product quality issues without waiting for a mechanic.
  5. Depleted supply packages — manage package changeovers efficiently to minimize downtime across multiple machines on an active production floor.
  6. Product specifications — compare wound or twisted output against dimensional and tension specifications and segregate non-conforming product.
  7. Production data — enter shift output figures, bobbin types, and downtime events into spreadsheet software for supervisor review.
  8. Malfunction communication — describe equipment issues clearly to maintenance staff using accurate mechanical terminology during a shift handoff.
  9. Multi-machine monitoring — track the operational status of several winding or drawing-out machines simultaneously and prioritize attention based on risk.
  10. Quality patterns — recognize recurring defect trends across a production run and escalate findings to quality or supervisory staff.
Proficient
Senior / Expert IC
  1. Full machine scope — operate, adjust, and troubleshoot winding, twisting, and drawing-out equipment autonomously across an entire shift without routine supervision.
  2. Non-routine threading problems — diagnose and resolve complex thread-path misalignments or yarn breakage issues that fall outside standard operating procedures.
  3. Repair determination — conduct thorough machinery inspections and provide maintenance teams with detailed assessments of required repairs and urgency.
  4. Process adjustments — independently calibrate tension, speed, and guide settings to maintain product quality when raw material lots vary in weight or texture.
  5. Production data analysis — use spreadsheet software to analyze output trends, identify efficiency gaps, and recommend process improvements to management.
  6. Quality control decisions — apply critical thinking to evaluate borderline product samples, determine root-cause machine factors, and implement corrective actions.
  7. CAM software utilization — interpret and enter parameters into computer-aided manufacturing software to set up machine programs for new product specifications.
  8. Shift communication — lead end-of-shift verbal briefings that convey equipment status, output results, and outstanding issues to incoming operators and supervisors.
  9. Safety incident prevention — identify and act on potential hazards such as fraying components or overheating parts before they cause injury or machine damage.
  10. Mentored skill transfer — guide newer operators through threading, monitoring, and inspection tasks on the production floor using demonstration and feedback.
Advanced
Lead / Principal / Executive
  1. Production workflow strategy — design and implement machine assignment plans and scheduling protocols to maximize winding-line throughput across the facility.
  2. Operator development programs — create structured on-the-job training curricula that build threading, monitoring, and quality skills in entry-level and mid-level staff.
  3. Quality system ownership — establish product inspection standards, specification tolerances, and non-conformance procedures that govern the entire textile production area.
  4. Maintenance partnership — collaborate with engineering and mechanics to set preventive-maintenance intervals and equipment upgrade priorities based on production data.
  5. CAM and office software integration — lead the adoption of computer-aided manufacturing and spreadsheet tools across the production team to improve data accuracy and reporting.
  6. Performance metrics leadership — define key production indicators, analyze shift and weekly data, and present findings and improvement plans to plant management.
  7. Cross-functional problem solving — lead root-cause investigations involving operations, quality, and maintenance teams when systemic winding or twisting defects emerge.
  8. Safety culture stewardship — champion compliance with public safety and security standards by revising procedures, conducting audits, and modeling cautious work practices.
  9. Supply chain coordination — liaise with procurement and inventory teams to ensure uninterrupted supply package availability and minimize line stoppages across shifts.
  10. Organizational knowledge retention — document institutional expertise in winding, twisting, and drawing-out processes through work instructions and reference guides that endure beyond individual tenure.

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 AI alert recognition — reads machine-generated fault notifications and AI-assisted malfunction alerts on control panels, relaying the information to supervisors without independent diagnosis Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Production data entry support — uses AI-assisted logging tools to record bobbin counts and thread types, following prompted fields rather than designing the data structure WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. Operations monitoring with AI dashboards — tracks real-time sensor feeds and AI-flagged anomalies across winding and twisting machines, cross-checking digital alerts against direct visual inspection before acting 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. Adjustment guidance interpretation — reads AI-recommended parameter changes for thread tension or draw speed, applies the adjustment to the machine, and confirms outcome through direct observation.
  3. Malfunction triage handoff — compiles AI-generated diagnostic summaries alongside personal observations when notifying mechanics, ensuring the human report adds context the sensor data cannot capture Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Predictive maintenance querying — interrogates an AI maintenance assistant with specific machine symptoms and production history, then evaluates the recommended inspection steps against hands-on equipment knowledge 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. Quality deviation response — uses AI quality-control analysis outputs to identify out-of-spec yarn or fabric batches, then applies critical judgment to determine whether to halt the run or adjust machine settings.
  3. Workflow communication bridging — translates AI-generated production reports into plain language for shift supervisors and floor teams, filling gaps that automated summaries leave about machine behavior and operator interventions WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. AI monitoring system calibration — evaluates whether AI alert thresholds for operations monitoring are appropriately tuned to machine condition and fiber type, recommending threshold adjustments to supervisors based on observed false-positive and false-negative patterns 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-machine pattern analysis — directs AI tools to correlate output-quality metrics across multiple winding stations simultaneously, synthesizing results to identify systemic setup issues that single-machine monitoring would miss.
  3. Process improvement leadership — uses AI-generated production trend data to build evidence-based cases for process or equipment changes, presenting findings to management with operator-context annotations that the AI cannot supply 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.

1Communication10 statements
Emerging
  1. Equipment status report — describes observed machine irregularities using basic terminology when notifying supervisors of potential malfunctions 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 message — relays basic production counts and bobbin types completed to incoming operators at end of shift O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Malfunction notification — communicates specific equipment symptoms and observed behaviors to mechanics using accurate mechanical 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. Production data reporting — records and verbally summarizes winding and twisting output data clearly for supervisor review O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Peer instruction — explains threading sequences through guides, needles, and rollers to newly assigned operators on the production floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cross-functional coordination — conveys machine adjustment needs and quality deviation findings to quality control and maintenance teams with precision and timeliness 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 production documentation — completes accurate logs of bobbin counts, yarn types, and machine settings to support production continuity across shifts O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Active listening in briefings — interprets supervisor instructions about specification changes and confirms understanding before adjusting machine parameters 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. Quality escalation communication — authors clear, structured malfunction and quality incident reports that enable rapid diagnosis and corrective action by engineering and management 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. Mentorship dialogue — coaches less experienced operators through threading and tension adjustment procedures using clear, step-by-step verbal guidance tailored to the learner's pace Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Personal accountability — takes responsibility for monitoring assigned winding machines and reporting observed deviations without waiting for supervisor direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Initiative in replenishment — independently identifies and replaces depleted supply packages before production interruption occurs O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Peer guidance — demonstrates correct machine threading and startup sequences to newer operators, reinforcing safe and accurate 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. Process ownership — takes initiative to stop machines at specified production targets without requiring supervisory prompting O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Shift leadership — coordinates machine monitoring responsibilities across a bank of winding and twisting machines, prioritizing adjustments based on production urgency 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. Problem escalation ownership — leads the initial response to equipment malfunctions by gathering operational data and directing mechanics to relevant machine components 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. Operational mentorship — develops informal training routines for new setters and tenders covering machine setup, quality inspection, and malfunction response Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous improvement leadership — identifies recurring production inefficiencies in winding and twisting workflows and proposes procedural changes to supervisors with supporting data 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 of threading accuracy — pauses to verify thread path through guides and rollers before starting machines to confirm correct setup 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. Error recognition — identifies personal mistakes in machine settings during operation and adjusts approach before defects accumulate Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Learning from adjustment outcomes — reflects on the effects of tension and speed changes on yarn quality and refines personal adjustment strategies based on results 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 sequencing awareness — plans the order of machine checks, package replacements, and data recording to minimize idle time across multiple machines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Skill gap identification — recognizes personal knowledge limits when encountering unfamiliar machine configurations and seeks clarification before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Performance self-evaluation — reviews own production records and inspection outcomes to identify patterns of error and target specific skill improvements 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. Cognitive strategy refinement — develops and adapts personal monitoring routines for winding and twisting operations based on systematic reflection on past production outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mentored self-assessment — guides other operators in developing their own error-checking habits and self-monitoring routines during machine setup and quality inspection Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Defect identification — distinguishes acceptable yarn or fabric quality from out-of-specification product during routine visual inspection O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Malfunction symptom recognition — identifies observable signs of equipment problems such as unusual noise, vibration, or uneven winding patterns O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Causal analysis of defects — evaluates whether product quality deviations stem from machine settings, supply package condition, or material properties before initiating 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. Repair need determination — inspects machine components systematically to distinguish minor operational issues from those requiring mechanic intervention O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Adjustment decision-making — analyzes production output quality against specifications and selects appropriate machine parameter changes to correct 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.
  2. Evidence-based escalation — compiles observed machine behavior data and inspection findings to support informed malfunction reports to supervisors and mechanics 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. Root cause analysis — traces recurring quality failures in winding or twisting operations back to upstream process variables, material inconsistencies, or equipment wear patterns 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. Specification interpretation — evaluates ambiguous or new product specifications and determines appropriate machine configurations through reasoned analysis of production and mechanical 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.
5Collaboration8 statements
Emerging
  1. Team awareness — communicates equipment status to adjacent operators to prevent downstream production disruptions 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 coordination — coordinates package replacement and machine restart timing with co-workers to maintain production flow O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Maintenance collaboration — works alongside mechanics during equipment inspections, providing operational observations that support accurate diagnosis 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 team coordination — shares inspection findings with quality control personnel to support consistent product evaluation across 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.
Applying
  1. Cross-shift continuity — collaborates with incoming shift operators through detailed handoffs covering machine status, production counts, and pending 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. Supervisor partnership — engages proactively with supervisors during specification changes, confirming machine configurations and adjusting outputs collaboratively 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. Production team integration — serves as a reliable liaison between machine operators, quality control, and maintenance to resolve complex production issues requiring cross-functional input 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. Collaborative process improvement — partners with supervisors and engineering staff to test and refine winding and twisting machine configurations for new yarn or fabric specifications Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Accurate data entry — records production figures such as bobbin counts and yarn types honestly and completely without omitting or estimating data 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 established machine operating procedures and stops equipment according to specified production limits without deviation O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Accountability for quality — takes ownership of product inspection outcomes and does not pass nonconforming material without reporting the defect 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. Transparent malfunction reporting — notifies supervisors and mechanics of equipment issues promptly and accurately, including self-identified operator 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.
Applying
  1. Professional reliability — consistently monitors assigned machines, replaces supply packages, and records data with accuracy throughout the full production shift 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. Ethical production conduct — refuses to falsify production records or conceal defective output even under production quota pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — demonstrates consistent ethical behavior in data recording, defect reporting, and equipment care that sets the standard for the production team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety advocacy — actively reinforces safe machine operation norms among peers and speaks up when observed practices create risk to personnel or equipment 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.
7Creativity8 statements
Emerging
  1. Adaptive threading — experiments with minor threading path variations when standard setups produce uneven tension, within allowable machine parameters 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. Practical problem-solving — devises simple on-the-spot solutions for minor supply package loading challenges without halting production unnecessarily Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Adjustment experimentation — tests incremental changes to machine speed and tension settings to optimize yarn quality outcomes for new 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. Workflow innovation — develops a personal monitoring sequence across multiple machines that reduces response time to quality deviations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Configuration improvisation — adapts machine setup approaches when encountering non-standard yarn or fabric specifications not covered by existing operating instructions 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. Efficiency ideation — proposes novel approaches to package replenishment sequencing or machine changeover that reduce downtime during production shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Process innovation contribution — develops and documents new machine setup or inspection techniques that improve production quality or throughput and shares them with the broader team 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. Creative troubleshooting — devises unconventional diagnostic approaches to persistent winding or twisting defects that standard procedures have failed to resolve 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 supervisor corrections to machine threading or adjustment techniques without defensiveness and applies changes immediately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Challenge engagement — approaches unfamiliar yarn types or machine configurations as learning opportunities rather than obstacles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill development through repetition — deliberately practices machine startup, threading, and inspection routines to build speed and accuracy over time 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. Error-based learning — analyzes instances of product defects or machine errors and modifies personal operating technique to prevent recurrence 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. Persistent quality pursuit — continues refining machine adjustments across multiple attempts when initial corrections do not bring product within 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. Cross-training initiative — seeks opportunities to learn setup and operation procedures for additional winding and twisting machine types beyond current assignment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery-oriented coaching — models growth mindset behaviors by sharing personal learning strategies and past failure-to-success experiences with developing operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous skill expansion — proactively pursues knowledge of new textile materials, machine technologies, and quality standards emerging in the production environment 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.
9Mindfulness8 statements
Emerging
  1. Sustained attention — maintains focused observation of machine operation during extended monitoring periods to detect early signs of malfunction or quality deviation 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-task focus — completes threading and machine startup procedures with deliberate attention, avoiding rushing that leads to setup 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.
Developing
  1. Noise and distraction management — sustains effective machine monitoring in a loud, fast-paced production environment by maintaining disciplined attentional focus 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 under pressure — manages frustration during repeated machine malfunctions or quality failures and continues systematic troubleshooting without reactive decision-making Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Intentional inspection — conducts product quality checks with structured, unhurried attention to detail, resisting production pace pressure that could lead to overlooked defects 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. Proactive situational awareness — monitors the full bank of assigned machines simultaneously, maintaining awareness of each machine's status without losing focus on any single unit 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. Mindful mentorship — models attentive, deliberate machine operation habits for other operators and explains the connection between focused attention and consistent product quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Stress-aware performance — recognizes personal signs of fatigue or attentional drift during long shifts and applies self-regulation strategies to maintain monitoring accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical endurance — sustains consistent machine monitoring and package replacement activities across full production shifts in a demanding manufacturing environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Setback tolerance — continues productive operation after encountering a machine malfunction or quality failure without disengaging from assigned responsibilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Persistence through troubleshooting — maintains systematic diagnostic effort when machine adjustment attempts do not immediately resolve quality or operational 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.
  2. Quota pressure resilience — maintains accurate production data recording and quality inspection standards even when production targets create time pressure 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. Adversity-stable performance — sustains reliable machine operation, monitoring, and quality inspection output during periods of high production demand, equipment instability, or staffing shortages 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. Courage in escalation — reports equipment malfunctions and safety concerns to supervisors and mechanics promptly, even when doing so may slow production or create conflict 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. Team resilience anchor — provides steady, composed presence during production crises that stabilizes the performance of less experienced operators under pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term perseverance — sustains high performance standards across sustained periods of repetitive, physically demanding winding and twisting operations without decline in quality or engagement 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.
Show O*NET source anchors40 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

Suggest an O*NET correction

Source anchors that ground each statement

Related titles
Automatic Beam Warper Tender · Automatic Quilling Machine Operator · Automatic Thread Winder · Automatic Winder Operator · Axminster Rug Setter · Back Winder · Backwinder · Ball Fringe Machine Operator · Ball Warper Tender · Ball Winder · Baller · Balling Machine Operator
RAPIDS apprenticeships
—
O*NET skills
Operations MonitoringOperation and ControlQuality Control AnalysisSpeakingActive ListeningCritical ThinkingMonitoring
Knowledge domains
Production and ProcessingAdministration and ManagementMechanicalPublic Safety and Security
Abilities
Arm-Hand SteadinessControl PrecisionReaction TimeManual DexterityFinger DexterityTrunk StrengthMultilimb CoordinationNear VisionExtent FlexibilityStatic Strength
Work styles
DependabilityAttention to DetailCautiousnessPerseveranceIntegrityAchievement Orientation
Technology
Computer aided manufacturing CAM softwareSpreadsheet softwareOffice suite softwareElectronic mail softwareWord processing software
Tasks · seed anchors for statements
  1. Notify supervisors or mechanics of equipment malfunctions.
  2. Thread yarn, thread, or fabric through guides, needles, and rollers of machines.
  3. Start machines, monitor operation, and make adjustments as needed.
  4. Inspect machinery to determine whether repairs are needed.
  5. Record production data such as numbers and types of bobbins wound.
  6. Replace depleted supply packages with full packages.
  7. Stop machines when specified amount of products has been produced.
  8. Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.
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.