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Textile Knitting and Weaving Machine Setters, Operators, and Tenders

SOC 51-6063.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers machine setup, operation, monitoring, defect detection and repair, quality inspection, and production documentation for textile knitting and weaving machine setters, operators, and tenders working in a mid-to-high-volume industrial textile manufacturing environment.

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, and fabric — thread through guides, needles, and rollers under direct supervisor instruction on a production floor.
  2. Machine start-up sequence — follow established protocols to start knitting or weaving machines under close supervision.
  3. Woven cloth surface — observe for visible weaving defects while stationed at an active loom with a trainer present.
  4. Minor cloth defects — remove by cutting and pulling out filling under direct guidance from an experienced operator.
  5. Machine stoppages — recognize common causes such as warp breaks or harness failures and report immediately to a supervisor.
  6. Mechanical malfunctions — notify supervisors or repair staff promptly when abnormal machine sounds or stops occur on the production line.
  7. Product output quantities — monitor counts against specified targets and stop machines when directed amounts are reached.
  8. Finished textile samples — inspect against basic quality specifications using near vision under supervisor oversight.
  9. Workplace safety instructions — listen actively and follow oral directions from lead operators in a noisy mill environment.
  10. Production records — enter basic run data into spreadsheet or office suite software following a provided template.
Developing
Mid-level / Established
  1. Loom threading procedures — perform independently and accurately for multiple machine types across a standard production shift.
  2. Woven cloth defects — detect and categorize recurring defect patterns while monitoring several machines simultaneously on the floor.
  3. Cloth defect repairs — cut and remove filling to correct weaving errors with reduced oversight on routine production runs.
  4. Loom stoppage causes — examine mechanical components and distinguish between warp filling, harness breaks, and minor mechanical defects without prompting.
  5. Machine operating parameters — adjust tension, speed, and feed settings to maintain product specifications during a standard shift.
  6. Product inspections — compare finished textiles against quality specifications and flag non-conforming items before they advance downstream.
  7. Machine monitoring routines — apply selective attention to track multiple simultaneous operations and make timely adjustments in a mid-volume facility.
  8. Supervisor notifications — communicate machine malfunction details clearly and concisely using oral and written channels in a production setting.
  9. Production output logs — update spreadsheet records accurately to reflect completed yardage and downtime events across a full shift.
  10. Repetitive manual tasks — maintain arm-hand steadiness and finger dexterity throughout extended periods of threading and adjustment work.
Proficient
Senior / Expert IC
  1. Complex loom and knitting machine configurations — set up and troubleshoot autonomously across the full range of machine types in a high-volume textile facility.
  2. Non-routine weaving defects — diagnose root causes and determine corrective action without supervisor direction during active production.
  3. Cloth defect removal — execute precise cutting and filling extraction on difficult fabric constructions while minimizing material waste.
  4. Mechanical defect analysis — evaluate loom components systematically to identify intermittent or compound failures and coordinate timely repairs.
  5. Machine adjustment decisions — apply control precision to recalibrate operating parameters in response to material variation or product changeovers.
  6. Full-shift production monitoring — oversee multiple machine stations, maintain quality standards, and meet throughput targets with minimal oversight.
  7. Quality inspection judgments — assess finished textiles against detailed specifications and initiate disposition decisions for borderline nonconforming product.
  8. CAM software utilization — interpret and apply computer-aided manufacturing program settings to optimize knitting or weaving machine performance.
  9. Cross-functional communication — relay technical malfunction data to maintenance and engineering teams with precision in a fast-paced production environment.
  10. Operator self-assessment — evaluate personal performance data from production logs and identify opportunities to improve efficiency and reduce downtime.
Advanced
Lead / Principal / Executive
  1. Machine setup standards — develop and document threading, tensioning, and operational protocols adopted as the facility-wide standard for all operators.
  2. Defect reduction initiatives — lead root-cause analysis of recurring weaving and knitting defects and implement corrective programs across production lines.
  3. Operator training programs — design and deliver structured on-the-job training for new and developing machine operators on a textile production floor.
  4. Quality assurance frameworks — establish inspection criteria and tolerance standards for finished textile products aligned with customer and regulatory requirements.
  5. Production scheduling input — collaborate with operations management to plan machine changeovers, staffing, and throughput targets for a multi-shift facility.
  6. Maintenance coordination — direct preventive and corrective maintenance priorities for knitting and weaving equipment to minimize unplanned downtime.
  7. Performance metrics oversight — analyze spreadsheet and CAM software data at an aggregate level to identify efficiency trends and drive continuous improvement.
  8. Safety and compliance leadership — champion workplace safety procedures and machine-guarding standards across an entire production department.
  9. New technology evaluation — assess emerging knitting and weaving equipment or CAM software upgrades and recommend adoption decisions to plant leadership.
  10. Workforce capability planning — identify skill gaps among production staff and partner with management to build long-term competency development plans for the department.

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 defect-alert interpretation — reads machine-generated or AI-flagged defect notifications on a monitoring dashboard and reports anomalies to a supervisor without independently adjusting the loom Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. AI-assisted defect pattern recognition — cross-references AI-highlighted cloth defect images against known weaving fault categories to confirm or dismiss stoppage causes such as warp filling or harness breaks 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. Machine-monitoring feed triage — monitors AI-driven sensor dashboards for out-of-tolerance tension or speed readings, then applies standard operator adjustments to threading guides and rollers based on flagged values WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Stoppage root-cause delegation — inputs loom stoppage symptoms into an AI diagnostic tool, evaluates the suggested mechanical defect causes against direct physical inspection, and carries out only the corrections verified by hands-on examination 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. Inspection workflow integration — runs AI-assisted visual inspection passes on finished cloth, reconciles AI quality scores against personal observation, and overrides AI determinations when tactile or contextual evidence contradicts the output WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Specification-compliance verification — uses AI quality-control outputs to cross-check product measurements against run specifications, then documents discrepancies and escalates machine adjustment decisions requiring physical setup changes.
Advanced
  1. Predictive maintenance orchestration — directs an AI monitoring system to track multi-machine operational trends across shift cycles, interprets pattern-of-failure reports to schedule proactive harness and mechanical servicing before stoppages occur 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 leadership — synthesizes AI-generated production efficiency reports with floor-level operational knowledge to redesign threading sequences and tension settings, retaining authorship of all mechanical configuration decisions 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. Malfunction notification — reports basic machine stoppages or visible defects to supervisors using standard terminology 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. Verbal clarification — asks questions to confirm threading sequences or setup instructions before operating knitting or weaving machines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Defect documentation — records observed cloth defects and machine irregularities in shift logs with sufficient detail for repair staff to act upon 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 communication — relays loom stoppage causes such as warp filling or harness breaks to repair personnel using accurate mechanical language O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Production reporting — communicates machine performance data, output counts, and quality findings to supervisors in structured verbal and written formats during shift handoffs 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-shift instruction — conveys threading configurations, tension adjustments, and product specification requirements clearly to incoming operators to ensure continuity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Technical knowledge transfer — translates complex loom mechanics and fabric defect patterns into accessible guidance for new setters and operators during on-floor training sessions 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 improvement communication — articulates observations about recurring defects or mechanical inefficiencies to supervisors and engineers with supporting evidence to drive corrective action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Task ownership — takes responsibility for assigned machine setup and threading tasks without waiting for repeated prompting during production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer alerting — proactively informs adjacent operators of detected defects or machine issues that may affect shared production quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup guidance — demonstrates correct yarn threading and guide alignment procedures 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. Quality initiative — independently initiates machine adjustment when product inspection reveals specification deviations rather than waiting for supervisor 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.
Applying
  1. Operational accountability — accepts responsibility for machine output quality and stops production when specified amounts are reached or defect thresholds are exceeded 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. Informal mentorship — guides less experienced operators through loom examination and defect removal procedures during active production shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Floor leadership — coordinates machine setup sequencing across multiple looms or knitting machines during high-volume runs, directing operator priorities to maintain production targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous improvement advocacy — champions defect reduction practices and mechanical best practices across the production team by modeling systematic monitoring and adjustment behaviors 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. Error awareness — recognizes when a threading sequence or tension setting feels uncertain and pauses to verify against specifications before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning identification — identifies which machine types or fabric configurations present the greatest personal skill gaps during initial training Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Adjustment reflection — reviews recent machine stops and personal responses to determine whether adjustments were timely and effective 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 self-assessment — evaluates own proficiency in detecting warp filling versus harness breaks to target focused practice on weaker diagnostic areas Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Monitoring strategy — consciously applies a structured visual inspection sequence when observing woven cloth to ensure consistent defect detection across full fabric width 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. Decision tracking — reflects on past machine adjustment decisions to distinguish successful interventions from those that required supervisor escalation, refining future judgment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Expert calibration — evaluates the effectiveness of personal defect detection methods against production quality outcomes and modifies inspection approach when error rates 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. Knowledge mapping — articulates the boundaries of personal mechanical knowledge when diagnosing complex loom failures, knowing precisely when to escalate versus self-resolve Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Defect identification — distinguishes between normal fabric texture variation and actual weaving defects during cloth observation on running machines 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. Cause questioning — considers whether a machine stoppage is mechanical or material-related before reporting to supervisors 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. Stoppage diagnosis — examines loom components systematically to narrow down whether warp filling, harness breaks, or mechanical defects caused the interruption O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Specification comparison — evaluates inspected fabric against written product specifications to determine if machine adjustment is warranted 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. Root cause analysis — analyzes patterns in recurring cloth defects to trace issues back to specific machine settings, yarn tension, or threading errors rather than treating each instance independently 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. Adjustment logic — evaluates multiple possible machine corrections for a detected defect and selects the adjustment most likely to resolve the issue without introducing secondary problems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Systemic fault reasoning — integrates observations from cloth defects, mechanical sounds, and thread behavior to diagnose complex interdependent loom failures with minimal downtime 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 evaluation — assesses current threading and monitoring practices against production outcomes to identify assumptions that may be limiting quality or efficiency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Repair coordination — provides clear information to maintenance staff about machine stoppage symptoms to enable efficient repair response 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. Team awareness — monitors adjacent machines on the production floor and alerts coworkers to shared material or equipment issues Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Shift transition cooperation — shares machine status, recent defect occurrences, and adjustment history with the next operator to ensure seamless production continuity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Supervisor responsiveness — responds to feedback from supervisors about production quality by adjusting monitoring practices without defensiveness 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-functional coordination — works alongside quality control, maintenance, and floor supervisors during machine malfunctions to restore production with minimal disruption 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 quality ownership — collaborates with coworkers to collectively reduce defect rates on a production line by sharing observations about fabric issues and effective adjustment techniques Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Production team integration — facilitates communication between operators, setters, and repair staff during complex multi-machine stoppage events to coordinate diagnosis and restart efficiently 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. Knowledge sharing culture — contributes to a collaborative floor environment by openly sharing threading techniques, defect recognition patterns, and machine-specific knowledge with the broader team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Honest reporting — accurately reports the number of defects found and the machine status to supervisors without minimizing issues to avoid scrutiny 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. Procedural respect — follows established threading and startup sequences even when shortcuts appear available, recognizing the safety and quality rationale behind them Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Accountability for output — accepts responsibility for fabric defects that occurred during personal machine operation and participates in corrective action without deflecting blame Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Consistent conduct — maintains the same level of machine monitoring and defect inspection diligence at the end of a shift as at the beginning 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. Ethical production standards — stops machines and reports specification failures even when production pressure exists to continue, prioritizing product integrity over output metrics 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 — fulfills machine monitoring and adjustment responsibilities without requiring supervisor oversight, demonstrating trustworthy independent operation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — demonstrates ethical production behavior visibly to peers and newer operators, reinforcing a culture where defects are reported rather than hidden Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Accountability leadership — holds self to a higher standard of machine care and quality documentation, setting the benchmark for professional conduct on the production floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Problem improvisation — identifies an alternative threading path when standard configuration is impeded by a guide obstruction during machine setup Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Defect visualization — develops personal mental models for categorizing fabric defect appearances to speed up detection during cloth observation 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. Adjustment experimentation — tests incremental tension and speed modifications on knitting or weaving machines to resolve subtle fabric irregularities not covered by standard 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 adaptation — adapts threading sequences or material handling techniques when working with non-standard yarn types or fabric weights Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Diagnostic innovation — develops a personal systematic approach to loom examination that improves speed and accuracy of stoppage cause identification beyond baseline training 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 removal technique — applies creative cutting and pulling sequences when removing complex filling defects from woven cloth to minimize fabric 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.
Exceeding
  1. Process refinement design — proposes novel monitoring routines or machine setup sequences to supervisors and engineers that reduce defect rates or improve setup efficiency based on floor-level observation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptive problem-solving — generates original solutions to recurring mechanical or material challenges that standard operating procedures do not address, reducing downtime 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.
8Growth Mindset8 statements
Emerging
  1. Feedback acceptance — receives correction from supervisors about threading errors or missed defects without resistance and applies the guidance immediately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Challenge engagement — approaches unfamiliar machine types or fabric configurations as learning opportunities rather than sources of avoidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill persistence — continues practicing loom examination and defect diagnosis after initial errors, recognizing that competence develops through repeated exposure 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 machine stoppages that were not diagnosed correctly to understand what was missed and improve future troubleshooting accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Continuous skill building — seeks opportunities to operate additional machine types beyond primary assignment to broaden mechanical knowledge and production versatility 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 reflection — reviews production quality data from own shifts to identify patterns of underperformance and sets personal improvement targets for defect detection rates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery orientation — pursues advanced understanding of loom mechanics and fabric engineering beyond job requirements to anticipate problems before they appear in cloth 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. Mentorship through growth — shares personal learning journey with newer operators, demonstrating that current expertise was developed through persistent effort and deliberate practice rather than innate ability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Attentive monitoring — maintains sustained visual focus on running cloth and machine components during operations monitoring tasks rather than allowing attention to drift 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. Sensory awareness — notices changes in machine sound, vibration, or thread tension as early indicators of potential malfunction during routine operation 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. Distraction management — maintains consistent inspection quality on the production floor despite ambient noise and simultaneous machine activity in the surrounding environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Intentional startup — deliberately reviews machine configuration and threading path before starting equipment to reduce errors caused by rushing or 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.
Applying
  1. Sustained concentration — applies consistent attentional focus across extended monitoring periods, detecting subtle fabric defects that emerge gradually over 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.
  2. Emotional regulation — manages frustration during repeated machine stoppages or defect removal tasks without allowing emotional state to compromise inspection thoroughness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Environmental attunement — maintains simultaneous awareness of multiple machine states across an assigned production zone, detecting early warning signs before stoppages occur 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. Intentional presence modeling — demonstrates deliberate, unhurried machine examination practices that reinforce a culture of attentive quality monitoring among surrounding operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Task persistence — continues threading and machine setup attempts after initial failures rather than immediately requesting assistance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Physical endurance — maintains consistent monitoring and operational performance across a full production shift in a physically demanding manufacturing environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setback recovery — resumes focused machine monitoring promptly after a disruptive stoppage or difficult defect removal task without prolonged loss of operational rhythm 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. Uncertainty tolerance — continues systematic loom examination when the cause of stoppage is not immediately apparent, resisting the urge to guess or give up 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.
Applying
  1. Production pressure resilience — maintains inspection standards and defect reporting practices during high-output periods when speed pressure from supervisors could compromise quality diligence 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. Repetitive task endurance — sustains accuracy and attentiveness through repetitive machine monitoring cycles across long shifts without allowing routine to breed complacency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Sustained excellence under adversity — maintains full operational performance and quality standards during equipment failures, staffing shortages, or urgent production demands without degrading output integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Resilience modeling — demonstrates composed, persistent problem-solving during complex multi-machine failures, providing stability that anchors the broader production team during high-stress situations 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.
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Related titles
Automated Weaver · Automatic Full-Fashioned Hosiery Knitting Machine Operator · Automatic Pad-Making Machine Operator · Belt Weaver · Blanket Weaver · Braid Pattern Setter · Broadloom Weaver · Carpet Loom Fixer · Carpet Weaver · Circular Knit Operator · Cloth Weaver · Cloth Wire Weaver
RAPIDS apprenticeships
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O*NET skills
Operations MonitoringMonitoringActive ListeningOperation and Control
Knowledge domains
Production and ProcessingEnglish Language
Abilities
Arm-Hand SteadinessControl PrecisionFinger DexterityMultilimb CoordinationTrunk StrengthManual DexterityOral ComprehensionProblem SensitivityNear VisionSelective Attention
Work styles
Attention to DetailDependabilityCautiousnessStress TolerancePerseveranceIntegrity
Technology
Computer aided manufacturing CAM softwareSpreadsheet softwareOffice suite softwareElectronic mail softwarePresentation softwareWord processing software
Tasks · seed anchors for statements
  1. Observe woven cloth to detect weaving defects.
  2. Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.
  3. Remove defects in cloth by cutting and pulling out filling.
  4. Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.
  5. Inspect products to ensure that specifications are met and to determine if machines need adjustment.
  6. Notify supervisors or repair staff of mechanical malfunctions.
  7. Start machines, monitor operations, and make adjustments as needed.
  8. Stop machines when specified amounts of product have been produced.
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.