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Paper Goods Machine Setters, Operators, and Tenders

SOC 51-9196.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers the setup, operation, monitoring, quality inspection, and maintenance of paper goods production machinery in a manufacturing plant environment, from entry-level task execution through departmental leadership.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Machine start-up procedures — follow step-by-step under direct supervisor guidance on a paper goods production line.
  2. Completed paper goods samples — inspect visually for obvious defects against a provided work order checklist.
  3. Pressure roll tension controls — identify and adjust to basic settings under close technician supervision.
  4. Machine malfunctions such as misfeeds or glue flow errors — recognize and report promptly to a lead operator.
  5. Hand tools and basic power tools — select and use safely during guided disassembly tasks on assigned equipment.
  6. Machine speed synchronization controls — observe and describe the relationship between components under trainer direction.
  7. Production and processing terminology — apply foundational vocabulary when communicating status to supervisors on the shop floor.
  8. Work orders and job specifications — read and reference to confirm correct material setup before each production run.
  9. Safety protocols and personal protective equipment — follow without deviation during all machine operating tasks.
  10. Document management software — enter basic production data into pre-built templates under supervisor instruction.
Developing
Mid-level / Established
  1. Completed paper goods output — examine routinely for dimensional and quality defects and make minor machine adjustments to correct problems.
  2. Glue flow and paraffin temperature settings — monitor and regulate independently to maintain specification during standard production runs.
  3. Pressure roll and component speed controls — adjust to synchronize machine operation with reduced oversight on familiar paper goods equipment.
  4. Common malfunctions such as improper forming or pasteboard tension loss — diagnose and correct using established troubleshooting procedures.
  5. Worn or broken machine parts — replace using hand and power tools following standard maintenance schedules.
  6. Production time targets — manage personal workflow to meet output quotas while maintaining quality standards on the production floor.
  7. Defect patterns and quality trends — track across shifts using spreadsheet software to support continuous improvement efforts.
  8. Verbal status updates and shift handover information — communicate clearly and accurately to incoming operators and supervisors.
  9. Near-vision inspection tasks — perform consistently with attention to detail to catch subtle surface or adhesion defects in finished goods.
  10. Work order deviations and non-conformance events — document accurately in electronic logs using office suite software.
Proficient
Senior / Expert IC
  1. Full production runs across multiple paper goods machine types — operate autonomously, adjusting all variables to maintain quality and throughput.
  2. Non-routine machine malfunctions including intermittent forming defects — diagnose root causes through systematic critical thinking and correct without supervisory assistance.
  3. Machine tension, temperature, and speed parameters — optimize simultaneously to resolve complex interaction effects during demanding production conditions.
  4. Comprehensive disassembly and reassembly procedures — execute independently, sourcing correct replacement parts and verifying proper function after repair.
  5. Quality control analysis across an entire shift — conduct, identifying systemic defect trends and implementing corrective adjustments before output is compromised.
  6. Production scheduling conflicts and competing priorities — resolve using sound time management across concurrent machine assignments.
  7. Maintenance findings and quality deviations — report to engineering and management teams through clear oral and written communication.
  8. Customer specifications and work order requirements — interpret accurately and translate into precise machine setup configurations for specialty paper goods runs.
  9. Selective attention across multiple simultaneously running machines — sustain throughout a full shift to detect early warning signs of mechanical drift.
  10. Graphics or desktop publishing software — use to prepare visual setup guides and defect reference sheets for production reference boards.
Advanced
Lead / Principal / Executive
  1. Machine setup standards and quality benchmarks — establish and formalize for the entire paper goods production department to ensure consistent output.
  2. New operator training programs — design and deliver on-the-job, calibrating instruction pace to Job Zone 2 learners entering the production floor.
  3. Equipment upgrade and preventive maintenance schedules — develop and champion to reduce unplanned downtime across the full machine fleet.
  4. Complex production problems affecting multiple machine lines — lead cross-functional troubleshooting efforts, applying deep mechanical knowledge to achieve resolution.
  5. Departmental quality control procedures — evaluate and revise systematically, incorporating defect data analysis to drive measurable process improvement.
  6. Production capacity and shift resource allocation — plan and optimize at an organizational level to meet customer delivery commitments.
  7. Safety culture and cautiousness practices — model and reinforce across all operators, ensuring departmental compliance with regulatory and internal standards.
  8. Customer relationship management software — leverage to coordinate custom order specifications with production scheduling and communicate proactively with internal stakeholders.
  9. Performance metrics and production reports — compile and present to plant management, translating floor-level data into strategic operational recommendations.
  10. Continuous improvement initiatives — lead with perseverance across extended project timelines, sustaining team motivation and measuring tangible efficiency gains.

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 alert recognition — reads AI-generated fault notifications on the production line HMI to identify common issues such as improper glue flow or roll tension deviations before escalating to a supervisor Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Defect pattern logging — feeds observed defect counts and machine parameter readings into an AI-assisted quality dashboard, using the output to prioritize which adjustments to attempt first 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. Work order conformance checking — cross-references completed paper goods batches against AI-parsed work order specifications, flagging dimensional or print discrepancies for manual verification WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Machine malfunction diagnosis — directs an AI monitoring tool to correlate sensor data streams (tension, temperature, speed) with historical fault records, then interprets the ranked root-cause suggestions to guide hands-on mechanical adjustments 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. Predictive maintenance scheduling — reviews AI-generated wear predictions for pressure rolls and glue systems, deciding which components to inspect or swap during planned downtime based on confidence thresholds and production urgency Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Parameter optimization — uses AI-assisted control interfaces to trial recommended speed and temperature settings across machine components, validating outcomes against quality samples before locking in adjustments WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Process improvement leadership — synthesizes AI trend analyses of defect rates, cycle times, and material waste across multiple production runs to recommend and implement durable process changes, retaining accountability for final mechanical and operational decisions 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 — authors structured AI-prompt templates and annotation conventions so that all operators capture machine-state observations consistently, enabling the AI monitoring system to build a reliable fault library over time 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.

1Communication12 statements
Emerging
  1. Machine status report — describes basic machine conditions and observed irregularities to shift supervisors using standard production 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. Defect notation — records simple quality deviations on paper work orders using legible handwriting and consistent format Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Verbal handoff — communicates current run status and pending adjustments to incoming operators during shift change 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. Production problem report — explains glue flow inconsistencies, tension misalignment, or speed synchronization issues to maintenance staff with sufficient technical detail for prompt repair 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 interpretation — reads and confirms understanding of run specifications, material grades, and quantity targets with lead operators before starting a new job O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Cross-shift log entry — documents machine settings, downtime events, and corrective actions in shift logs so incoming operators receive accurate machine state 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.
Applying
  1. Defect communication — articulates specific nonconformance findings to quality control staff with reference to work order tolerances, enabling targeted corrective action 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 instruction delivery — explains adjustment procedures for pressure rolls, paraffin temperature, or pasteboard tension to newer operators in clear, sequential steps 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.
  3. Maintenance coordination — communicates urgency and nature of machine malfunctions to technicians, balancing production continuity with safety concerns O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cross-functional briefing — presents recurring production quality trends to supervisors and process engineers using collected run data and defect frequency observations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Training communication — develops and delivers structured verbal and written guidance for machine setup and operation procedures tailored to new hires at various literacy levels Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Escalation communication — composes clear incident summaries for management when machine failures affect production schedules, including root cause observations and recommended corrective steps 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.
2Leadership11 statements
Emerging
  1. Task initiative — identifies when a machine component needs attention and self-directs corrective action without waiting for supervisor instruction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer assistance — offers guidance to co-workers struggling with basic machine controls or tension adjustments during shared production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Informal mentoring — demonstrates correct startup sequences and glue temperature regulation techniques to less experienced operators during live 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.
  2. Accountability modeling — owns errors in machine setup adjustments and communicates them promptly rather than allowing defective product to continue through the line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Shift coordination — organizes personal task sequencing to keep multiple machines running on schedule, anticipating changeover timing and material needs O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. On-floor guidance — directs the activities of tender operators during high-volume runs, assigning monitoring responsibilities and intervening when quality standards are at risk 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 full responsibility for machine performance across an entire shift, including startup, mid-run adjustments, and end-of-shift documentation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Problem-solving leadership — leads real-time troubleshooting efforts when pasteboard tension or forming defects interrupt production, coordinating with maintenance and quality without supervisor involvement O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Operator development — designs and delivers on-the-job training sequences for machine setup and quality inspection, building consistent skill levels across the production team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous improvement leadership — identifies systemic machine adjustment inefficiencies and proposes revised standard operating procedures to reduce defect rates and 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.
  3. Shift lead performance — assumes lead operator responsibilities during supervisor absences, maintaining production targets, quality standards, and team coordination across all assigned machines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition11 statements
Emerging
  1. Error self-review — recognizes when a personal adjustment to machine tension or temperature did not achieve the intended result and pauses to reassess before continuing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning gap awareness — identifies specific machine functions or material behaviors that require additional practice and requests targeted guidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Adjustment reflection — evaluates the outcome of pressure roll or glue flow corrections against expected results, noting what worked and what required further iteration 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 mapping — identifies which machine types and paper goods processes are mastered versus which require closer supervision, and adjusts work approach accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Monitoring strategy — develops a personal sequence for scanning machine components during operation to ensure no malfunction indicators are missed across a multi-machine assignment 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. Cognitive load management — applies a structured mental checklist during machine startup and changeover to prevent missed steps under 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.
  2. Learning-from-defect practice — after identifying a production defect, systematically traces back through setup decisions to determine which adjustment choice caused the nonconformance 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.
  3. Performance self-assessment — evaluates personal production efficiency at end of shift against run targets and identifies specific behaviors to adjust in the next cycle Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Metacognitive modeling — articulates personal troubleshooting thought processes to apprentice operators, making tacit machine knowledge explicit and teachable Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process knowledge audit — periodically reviews own understanding of updated machine specifications and paper grade requirements, seeking out training to close any gaps before they affect quality 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.
  3. Adaptive learning integration — incorporates feedback from quality control findings and maintenance reports to refine personal mental models of machine behavior across varying material and environmental conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking11 statements
Emerging
  1. Defect detection — examines completed paper goods against work order specifications to identify visible forming, gluing, or dimensional 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. Causal questioning — asks clarifying questions about machine symptoms before attempting adjustments, avoiding trial-and-error that could worsen malfunction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Malfunction analysis — observes machine operation patterns to distinguish between operator-adjustable issues and those requiring maintenance intervention 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 adjustment — evaluates product samples and machine indicators together before modifying pressure, temperature, or speed settings 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.
  3. Work order verification — cross-references run specifications, material inputs, and machine settings before starting production to identify mismatches that could cause quality failures O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Root cause identification — systematically analyzes whether a production defect originates from glue viscosity, tension imbalance, speed desynchronization, or material variation before selecting a corrective action 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 trend evaluation — reviews defect patterns across multiple production runs to determine whether problems are machine-specific, material-specific, or operator-related 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.
  3. Trade-off reasoning — evaluates when to stop a run for adjustment versus continuing to minimize downtime, weighing defect risk against production schedule impact Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Systemic fault diagnosis — analyzes interactions among machine components to identify cascading failure modes, such as how improper paraffin temperature affects downstream forming and glue adhesion simultaneously 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 evaluation — assesses proposed changes to machine settings or material specifications using production data and quality outcomes to determine net benefit before implementation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Assumption challenging — questions established machine setup parameters when recurring quality issues suggest baseline settings no longer match current material or equipment conditions 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.
5Collaboration11 statements
Emerging
  1. Co-worker coordination — communicates machine status to adjacent operators to prevent interference during multi-machine production sequences Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Team task support — assists other operators with material loading or machine monitoring when personal machine is in a stable run cycle Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Maintenance partnership — works alongside maintenance technicians during disassembly and part replacement, providing operational observations that guide repair 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. Quality team interface — shares defect samples and machine condition notes with quality control staff to support accurate nonconformance investigations O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Shift team synchronization — coordinates changeover timing with other operators to minimize production gaps and ensure materials and settings are ready before machine transitions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cross-functional problem-solving — collaborates with maintenance, quality, and supervision simultaneously during complex machine malfunctions affecting multiple production lines 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 accountability — accepts responsibility for team production outcomes rather than attributing shortfalls solely to equipment or other operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Knowledge sharing — contributes machine-specific setup knowledge during team meetings or pre-shift huddles to improve overall crew preparedness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Process improvement collaboration — partners with engineers and supervisors to test and refine machine setting adjustments, providing structured operator feedback throughout the trial period 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 continuity building — develops shared documentation practices with operators across all shifts to ensure consistent machine setup and quality standards regardless of crew Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Team capability development — actively builds the collective skill level of the production crew by identifying training needs and facilitating peer-to-peer knowledge transfer during production downtime Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character11 statements
Emerging
  1. Safety compliance — follows all machine guarding, lockout/tagout, and PPE protocols without prompting during routine operation and maintenance tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Honest reporting — accurately records production counts and defect quantities without inflating output numbers or concealing quality problems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Accountability in error — acknowledges when a personal machine adjustment caused a defect batch and reports it promptly to minimize further nonconforming 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. Material stewardship — handles paper stock, glue, and paraffin with minimal waste, demonstrating responsibility for production input costs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Consistent professionalism — maintains reliable attendance and punctuality to ensure machines are staffed at startup and changeover times Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical quality reporting — flags borderline product that technically passed automated checks but shows visual characteristics suggesting potential failure in end use, even when it slows throughput Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Workplace integrity — does not bypass machine safety interlocks or skip required maintenance steps under production pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Peer standard-setting — holds informal production norms to established quality and safety standards through consistent personal example Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical escalation — raises concerns about systemic shortcuts in machine maintenance or quality inspection practices to supervisors, accepting professional risk to maintain production integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Trust-based mentorship — builds mentoring relationships with newer operators grounded in honest feedback about skill gaps and genuine recognition of progress Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Regulatory adherence advocacy — reinforces OSHA, environmental, and quality standards on the production floor during periods of schedule pressure when compliance shortcuts are tempting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity11 statements
Emerging
  1. Adaptive problem-solving — tries an alternative machine adjustment sequence when the standard approach does not resolve a tension or glue flow issue Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Observation-based insight — notices an unconventional pattern in defect occurrence that suggests a non-obvious machine condition worth investigating Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup optimization — experiments within approved parameter ranges to find machine settings that reduce waste or improve forming quality for a specific paper grade 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. Workaround development — devises a temporary operational adjustment to maintain production when a minor machine component fails and replacement parts are on order Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Defect pattern recognition — develops novel visual inspection routines that catch defect types not addressed by standard quality check 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.
Applying
  1. Process refinement — proposes and tests modified startup sequences that reduce material waste during machine warm-up without compromising output quality 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. Diagnostic creativity — applies knowledge of machine mechanics creatively to diagnose intermittent malfunctions that do not produce consistent symptom 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.
  3. Tool adaptation — improvises safe and effective use of hand tools during machine disassembly in configurations where standard access is limited O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Innovation contribution — develops a novel machine monitoring approach that reduces defect escape rate and presents it to supervisors for evaluation as a standard practice Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-process ideation — draws on knowledge of multiple paper goods machine types to generate setup ideas that transfer efficiency gains from one machine configuration to another 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.
  3. Training material creation — designs hands-on simulation exercises for machine troubleshooting that give new operators creative exposure to failure scenarios in a low-risk environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset11 statements
Emerging
  1. Feedback acceptance — receives supervisor correction on machine setup or quality inspection technique without defensiveness and applies the guidance immediately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Skill curiosity — asks questions about unfamiliar machine types or paper goods materials encountered during production, seeking to expand operational range Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Challenge engagement — volunteers to operate a machine type outside current experience during cross-training opportunities rather than requesting familiar assignments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Setback recovery — resumes focused machine monitoring after a production defect incident without allowing frustration to degrade subsequent run quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Feedback application — tracks recurring supervisor feedback about adjustment technique and demonstrates measurable improvement in subsequent production 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.
Applying
  1. Continuous skill-building — seeks out additional training on machine maintenance procedures, paper grade properties, or quality standards beyond minimum job requirements Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Persistent troubleshooting — works through multiple adjustment iterations on a malfunctioning machine without abandoning the diagnostic process 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.
  3. Error-to-learning conversion — treats each defect batch as a data point for improving future machine setup decisions rather than as a negative evaluation of personal performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery pursuit — independently studies mechanical systems, paper manufacturing processes, or quality standards to advance toward higher-skilled operator or lead roles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning culture contribution — openly shares past mistakes and lessons learned with the production team to build collective resilience and reduce repeat errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Adaptability modeling — demonstrates enthusiasm for new machine installations, revised production specifications, or updated quality requirements, setting a positive adoption example for resistant peers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness11 statements
Emerging
  1. Focused monitoring — maintains sustained attention on machine operation indicators during routine production runs without being distracted by adjacent activity 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. Pace awareness — recognizes when personal task tempo is rushing past quality checkpoints and consciously slows to verify machine output before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Sensory attunement — detects early-stage machine irregularities through sound, vibration, or smell before they escalate into visible defects or mechanical failure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Stress regulation — manages physical and mental tension during high-volume production periods to maintain consistent inspection accuracy and adjustment precision Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Intentional transition — applies a deliberate mental reset between machines during multi-machine monitoring shifts to avoid carryover errors from one setup to another Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Present-moment quality focus — maintains full attention on product examination even during long, repetitive runs where vigilance naturally degrades 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. Emotion regulation under pressure — responds to unexpected machine malfunctions with composed, methodical action rather than reactive adjustments that risk additional damage Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Attention management — prioritizes machine monitoring tasks by risk level during busy periods, directing focus to the highest-stakes component states first 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 present-moment awareness practices to operators who exhibit attention lapses during long shifts, connecting focus habits to quality outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Environmental awareness integration — maintains simultaneous awareness of machine state, product quality, material supply, and team activity during complex multi-machine 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.
  3. Fatigue monitoring — recognizes personal signs of attention fatigue during extended shifts and applies structured breaks or monitoring rotations to maintain inspection reliability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude11 statements
Emerging
  1. Physical endurance — sustains required standing, monitoring, and manual adjustment tasks throughout full production shifts without performance decline Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Difficulty tolerance — continues working through repetitive or physically demanding machine maintenance tasks without abandoning them before completion Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Pressure resistance — maintains production quality standards during high-demand periods when run targets increase and supervision decreases Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Sustained troubleshooting — persists through multiple failed adjustment attempts on a malfunctioning machine without escalating prematurely or abandoning the diagnostic effort 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.
  3. Uncertainty navigation — continues productive machine monitoring and adjustment when the cause of a quality defect is unclear and diagnosis requires extended investigation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Production adversity response — sustains effective machine operation through unplanned material shortages, equipment malfunctions, or staffing gaps without quality compromise 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 resilience — maintains inspection accuracy and adjustment precision across the full duration of long, monotonous production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Incident recovery — returns to full operational effectiveness quickly following a machine malfunction, material jam, or safety incident without residual performance degradation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team resilience anchor — steadies crew performance during high-stress production crises by maintaining personal composure and directing systematic response efforts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term perseverance — sustains commitment to quality standards and continuous improvement over extended periods of high production pressure or organizational change Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Courageous reporting — raises safety or quality concerns about machine conditions to supervisors even when doing so risks slowing production and creating organizational friction 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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O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
Bag Machine Operator · Bag Machine Tender · Bag Maker · Bag Presser · Bag Valver · Bender Machine Operator · Binder · Box Brander · Box Fabricator · Box Finisher · Box Folding Machine Operator · Box Liner
RAPIDS apprenticeships
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O*NET skills
Operations MonitoringOperation and ControlQuality Control AnalysisTime ManagementSpeakingCritical ThinkingMonitoringActive Listening
Knowledge domains
Production and ProcessingMechanicalMathematicsCustomer and Personal ServiceEnglish Language
Abilities
Near VisionProblem SensitivityArm-Hand SteadinessControl PrecisionInformation OrderingSelective AttentionManual DexterityFinger DexterityOral ComprehensionOral Expression
Work styles
Attention to DetailDependabilityCautiousnessAchievement OrientationStress TolerancePerseverance
Technology
Document management softwareGraphics or photo imaging softwareDesktop publishing softwareSpreadsheet softwareOffice suite softwareWord processing softwareElectronic mail softwareCustomer relationship management CRM software
Tasks · seed anchors for statements
  1. Examine completed work to detect defects and verify conformance to work orders, and adjust machinery as necessary to correct production problems.
  2. Observe operation of various machines to detect and correct machine malfunctions such as improper forming, glue flow, or pasteboard tension.
  3. Start machines and move controls to regulate tension on pressure rolls, to synchronize speed of machine components, and to adjust temperatures of glue or paraffin.
  4. Disassemble machines to maintain, repair, or replace broken or worn parts, using hand or power tools.
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.