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Packaging and Filling Machine Operators and Tenders

SOC 51-9111.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers packaging and filling machine operation in a Job Zone 2 manufacturing environment, spanning machine start-up and monitoring, product inspection and labeling, malfunction response, and quality recordkeeping across emerging through advanced career stages.

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 controls — engage following step-by-step written instructions on a supervised production line.
  2. Identification labels — attach to finished packaged items under direct supervisor guidance in a manufacturing facility.
  3. Product weight and measurements — verify against written specifications using basic scales and measuring tools on the production floor.
  4. Machine jams and minor malfunctions — recognize and report immediately to a supervisor without attempting independent repair.
  5. Finished packaged items — remove from machine output and place in designated bins following established plant procedures.
  6. Defective products and packaging materials — identify and set aside for rejection under close observation by experienced coworkers.
  7. Production line activity — observe for visible problems such as pile-ups or misfeeds and alert a supervisor when issues arise.
  8. Active listening skills — apply when receiving verbal instructions from supervisors and lead operators during shift orientation.
  9. Lot numbers and shipping destination information — stencil or apply to containers using provided templates under direct guidance.
  10. Basic workplace safety and security rules — follow consistently during all machine-tending activities on the packaging floor.
Developing
Mid-level / Established
  1. Packaging machine operating controls — start, monitor, and stop routinely during a full production shift with minimal supervisor oversight.
  2. Product sorting and grading — perform independently, adjusting items to meet weight and dimensional specifications on a consistent basis.
  3. Production line monitoring — scan for glue adhesion failures, jams, and pile-ups and take corrective first-response actions before escalating.
  4. Machine reset procedures — execute after jams or minor stoppages, restoring normal operation within established time-to-clear guidelines.
  5. Label-making software — use to generate and print accurate identification labels for finished goods in a mid-volume packaging environment.
  6. Defect removal and rejected item separation — conduct systematically across multiple product SKUs, maintaining quality records on a shift log.
  7. Coordination with adjacent line operators — communicate product flow status and handoff requirements to maintain throughput targets.
  8. Basic spreadsheet software — enter production counts, reject tallies, and weight readings to support end-of-shift reporting requirements.
  9. Inspection routines for filled and packaged products — apply learned quality standards consistently across routine product changeovers.
  10. Arm-hand steadiness and manual dexterity — apply when hand-placing or adjusting components on fast-moving packaging lines under time pressure.
Proficient
Senior / Expert IC
  1. Full packaging line operations — manage autonomously across multiple machine types, ensuring continuous conformity to quality and output standards.
  2. Non-routine machine malfunctions — diagnose root causes, perform allowable mechanical adjustments, and document findings in the maintenance log.
  3. Product weight verification systems — calibrate and validate scales and measurement tools to ensure specification compliance throughout the shift.
  4. Quality inspection program — execute comprehensively for filled, sealed, labeled, and stenciled products, catching non-conformances before downstream release.
  5. ERP software production modules — enter and retrieve work orders, material usage, and output data to maintain accurate manufacturing records.
  6. Changeover procedures — lead product or format changeovers efficiently, adjusting machine settings and verifying first-article samples independently.
  7. Problem sensitivity and perceptual speed — apply to detect subtle visual and auditory cues signaling emerging equipment or product issues before stoppages occur.
  8. Stenciling and labeling accuracy — ensure lot numbers, expiration dates, and shipping destinations meet regulatory and customer requirements without supervision.
  9. Rejected and defective item disposition — evaluate borderline nonconforming items, make accept-or-reject decisions, and complete required paperwork.
  10. Production reporting — compile shift-level output, downtime, and quality data using office suite and spreadsheet software for supervisor review.
Advanced
Lead / Principal / Executive
  1. Packaging line performance standards — establish throughput, quality, and efficiency targets for the department and communicate expectations to all operators.
  2. Operator training program — design and deliver structured on-the-job instruction covering machine start-up, monitoring, jam clearance, and quality inspection.
  3. Continuous improvement initiatives — lead line-level process reviews identifying recurring malfunction patterns and implementing corrective actions to reduce downtime.
  4. Quality conformance strategy — develop and refine inspection protocols and rejection criteria aligned with customer specifications and regulatory requirements.
  5. ERP and production data systems — oversee accurate data entry practices across the shift team, using reports to drive resource and scheduling decisions.
  6. Cross-functional coordination — represent the packaging department in meetings with maintenance, quality, and logistics teams to resolve systemic production issues.
  7. Safety and compliance culture — model and enforce adherence to public safety, security, and mechanical safety procedures across all personnel on the packaging floor.
  8. Workforce scheduling and deployment — allocate operators across multiple lines based on skill level, production demand, and equipment availability.
  9. Label and stencil accuracy governance — audit labeling and coding practices department-wide, correcting deficiencies and updating procedures to prevent mislabeling incidents.
  10. Mentorship and career development — coach developing operators on advanced machine control, quality judgment, and workplace dependability to build long-term team capability.

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 alert acknowledgment — reads AI-generated machine status alerts on a monitoring dashboard and escalates flagged anomalies to a supervisor without independent interpretation WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. Defect pattern recognition — reviews AI-assisted quality reports that flag fill-weight deviations or seal failures, then cross-checks findings against physical product samples before accepting or rejecting a batch 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. Malfunction triage support — consults an AI diagnostic tool to identify probable jam or misalignment causes, then applies the suggested corrective step and confirms resolution before restarting the line WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Operations monitoring delegation — relies on an AI-driven sensor system to continuously track fill levels, line speeds, and reject counts, while focusing personal attention on edge-case anomalies the system flags as uncertain 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. Specification compliance verification — directs an AI quality-control interface to compare sampled product weights against tolerance specifications in real time, then overrides or confirms the system's pass/fail decisions based on direct inspection Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Shift performance review — interprets AI-generated end-of-shift summaries covering throughput, downtime events, and reject rates, and uses that data to brief supervisors on line performance without manual tally work WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Autonomous monitoring calibration — adjusts AI monitoring thresholds and sensitivity parameters based on observed false-positive rates and product changeovers, ensuring the system remains accurate across SKU transitions 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 coordination — evaluates AI-predicted maintenance windows against production schedules, decides when to pre-empt a stoppage for preventive action, and communicates the trade-offs to supervisors and maintenance staff Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Cross-line AI oversight — oversees AI monitoring feeds from multiple packaging lines simultaneously, synthesizes divergent alerts into a unified situational picture, and prioritises operator intervention where automation feasibility is lowest 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..
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:WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). 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 reports — communicates basic machine jams and operational issues to a supervisor using standard 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. Label information — reads and interprets product labeling instructions and shipping destination data from written work orders O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Production line alerts — relays pile-up, jam, or adhesive failure observations to team members and supervisors in clear, timely verbal exchanges 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 notes — documents machine status, output counts, and unresolved issues in written shift logs for incoming operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Quality deviation communication — articulates product weight discrepancies and specification variances to quality control personnel using precise measurement language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-functional updates — coordinates verbally with maintenance technicians, line supervisors, and material handlers to keep production flow uninterrupted O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Training communication — delivers clear, step-by-step machine operation and safety instructions to new 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. Process improvement reporting — compiles and presents structured observations about recurring line inefficiencies to supervisors using organized written or verbal formats Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Personal accountability — takes ownership of assigned machine station tasks without requiring repeated direction from a supervisor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety initiative — proactively alerts nearby coworkers to immediate hazards on the production line without waiting to be asked 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. Peer guidance — assists less experienced operators with machine startup sequences and label attachment procedures during shared shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Malfunction response leadership — takes initiative to stop and reset malfunctioning machines promptly, preventing downstream production delays 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. Line pace coordination — sets a consistent operational tempo that supports team output targets and prevents bottlenecks on the packaging line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Defect escalation ownership — identifies and escalates patterns of rejected items, driving corrective action rather than passively removing 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.
Exceeding
  1. Operator mentorship — guides new hires through quality inspection standards, machine controls, and safety protocols 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. Continuous improvement leadership — champions line adjustments and workflow changes that reduce waste and improve throughput, influencing team practices Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Task awareness — recognizes personal knowledge gaps in machine startup and shutdown procedures and seeks clarification before operating independently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Error recognition — identifies personal mistakes in product sorting or weight adjustment and self-corrects before output reaches the next production stage 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. Learning self-assessment — evaluates personal progress in reading machine gauges and controls accurately, adjusting practice habits to close skill gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Attention monitoring — notices when sustained repetitive tasks reduce personal vigilance and applies self-correction strategies to maintain inspection accuracy 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. Performance reflection — regularly reviews own rejection rates and weight-check accuracy to identify patterns and adjust technique before issues escalate 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 self-monitoring — tracks adherence to standard operating procedures during machine operation, catching deviations in real time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Expertise modeling — articulates the mental processes used to detect subtle machine anomalies and teaches that diagnostic thinking to developing operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Adaptive learning — independently identifies and pursues training in new packaging machinery or updated specifications before formal instruction is provided Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Defect identification — distinguishes between acceptable product variance and genuine quality defects during visual inspection of packaged items 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 recognition — identifies obvious causes of machine jams such as misaligned packaging material or foreign objects in the feed path 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. Measurement analysis — evaluates product weight and dimensional data against specification tolerances, determining when adjustments are needed Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Malfunction diagnosis — analyzes machine behavior patterns to distinguish between a minor jam requiring clearing and a mechanical fault requiring supervisor notification 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 evaluation — examines recurring defect patterns on the line to determine whether the source is material quality, machine calibration, or operator technique 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 conformity judgment — assesses filled and packaged product samples against quality standards, applying logical criteria to accept or reject output lots 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. Systemic problem analysis — synthesizes observations from multiple production runs to identify upstream causes of downstream quality failures and recommends targeted solutions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Decision framework development — establishes clear decision rules for when to stop a line, clear a jam, or escalate, reducing ambiguity for the entire operator team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Station coordination — cooperates with adjacent line operators to maintain product flow and avoid pile-ups at individual machine stations 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 handoff — works with material handlers to ensure timely supply of packaging materials to the machine station without interrupting line rhythm O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Cross-shift teamwork — shares relevant machine status and quality observations with oncoming shift operators to support seamless production continuity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Maintenance collaboration — works cooperatively with maintenance technicians during equipment repairs, providing accurate descriptions of observed 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.
Applying
  1. Quality team integration — participates constructively in quality review discussions, contributing line-level observations that improve inspection protocols 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 throughput ownership — adjusts personal work pace and station practices in response to team production targets and peer capacity constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cross-functional problem solving — collaborates with supervisors, quality control, and maintenance across departments to resolve complex, recurring production line issues Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Team capability building — actively shares knowledge of machine controls and quality standards with peers, raising overall team competency on the production floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Safety compliance — consistently follows personal protective equipment and lockout/tagout procedures when operating or clearing packaging machinery 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. Honest reporting — accurately reports machine malfunctions and product defects without minimizing or omitting information to avoid accountability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Production integrity — rejects substandard or defective packaged products even under line speed pressure, maintaining quality standards without 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. Attendance reliability — maintains consistent punctuality and presence, recognizing that line staffing gaps directly affect team output and downstream operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical labeling practice — accurately stencils lot numbers and shipping destinations on containers, refusing to falsify or skip labeling steps under time constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Accountability in error — acknowledges and reports personal errors in product weight adjustment or sorting before defective items progress down the 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.
Exceeding
  1. Safety culture stewardship — models and enforces ethical safety behavior on the production floor, addressing peer shortcuts or violations directly and respectfully 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 advocacy — upholds product and packaging standards even when organizational pressure favors speed over accuracy, articulating the downstream consequences clearly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Improvised problem solving — devises simple, immediate workarounds to minor line flow disruptions when standard corrective steps are not fully resolving the issue 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. Label placement adaptation — finds practical solutions for attaching identification labels to non-standard or irregularly shaped packaging configurations 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. Jam prevention improvisation — identifies and tests minor station layout or material positioning adjustments that reduce the frequency of packaging jams 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. Inspection technique innovation — develops personal visual or tactile inspection routines that improve defect detection speed without reducing accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Workflow optimization ideas — generates and proposes practical modifications to station setup or sequencing that reduce waste or improve line 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. Adaptive machine operation — creatively adjusts machine controls and feed settings within allowable parameters to accommodate new or varied product specifications 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 redesign contribution — originates and pilots new packaging line procedures or station arrangements that demonstrably improve quality or efficiency outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-application thinking — draws on experience with multiple machine types to generate novel solutions applicable across different packaging lines in the facility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback acceptance — receives supervisor corrections on sorting, weighing, or machine operation techniques without defensiveness and applies changes immediately 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. New machine openness — approaches unfamiliar packaging equipment with curiosity rather than avoidance, asking questions to build operational confidence 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. Skill expansion effort — voluntarily cross-trains on additional machine types in the facility to increase operational versatility and reduce line vulnerability 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-to-learning conversion — treats recurring defect or jam incidents as learning opportunities, adjusting technique based on analysis of what went wrong Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Specification adaptation — responds constructively to changes in product specifications or packaging materials, updating personal technique and mental models accordingly 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 benchmarking — uses quality and output metrics to set personal improvement targets and tracks progress over successive production shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Change leadership — embraces and champions new production processes or equipment upgrades, helping teammates overcome resistance by modeling a positive learning orientation 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. Mastery pursuit — proactively seeks advanced knowledge in production and processing principles beyond job requirements to improve diagnostic and operational capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Sustained attention — maintains focused observation of machine output during repetitive packaging cycles to catch early signs of defects or pile-ups 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 alertness — uses sight, sound, and touch attentively to detect machine irregularities such as unusual vibration, noise, or misaligned seals 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 production-line focus during high-noise, high-tempo environments by applying deliberate attention regulation strategies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Pre-shift preparation — arrives at the machine station in a prepared, alert state, completing mental readiness steps before engaging controls 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. Fatigue awareness — recognizes the onset of attention fatigue during long production runs and employs self-regulation techniques to sustain inspection accuracy 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 monitoring — conducts systematic, deliberate observation sweeps of the production line rather than reactive scanning, reducing missed defect events 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. Situational awareness modeling — demonstrates and teaches attentive machine monitoring habits to peers, improving collective vigilance 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.
  2. Emotional regulation under pressure — maintains calm, methodical decision-making during simultaneous machine malfunctions, production shortfalls, and supervisor scrutiny Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Task persistence — continues performing repetitive weighing, sorting, and labeling tasks across a full shift without disengaging from quality standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Disruption recovery — returns to productive machine operation promptly after a jam or malfunction is cleared, without prolonged loss of momentum 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. High-volume resilience — maintains inspection accuracy and output quality during peak production periods when line speed and volume are elevated 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 recovery composure — responds to product rejection events or machine resets with composure, re-engaging standard procedures without frustration-driven shortcuts 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 quality vigilance — maintains defect detection standards over extended shifts in physically demanding, high-noise production environments 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. Pressure endurance — upholds standard operating procedures and quality checks during production surges when supervisory pressure to prioritize speed is elevated 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. Crisis-level line recovery — leads the response to major line shutdowns or cascading machine failures, persisting through complexity and uncertainty until production is restored 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. Endurance modeling — demonstrates sustained high performance across demanding production conditions, setting a visible standard of perseverance for less experienced operators 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
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RAPIDS apprenticeships
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O*NET skills
Operations MonitoringMonitoringOperation and ControlActive ListeningCoordination
Knowledge domains
Production and ProcessingMechanicalPublic Safety and SecurityEducation and TrainingEnglish LanguageMathematicsCustomer and Personal Service
Abilities
Arm-Hand SteadinessControl PrecisionNear VisionProblem SensitivityPerceptual SpeedManual DexterityOral ComprehensionOral ExpressionInformation OrderingFlexibility of Closure
Work styles
Attention to DetailDependabilityCautiousnessStress ToleranceIntegrityPerseverance
Technology
Electronic mail softwareEnterprise resource planning ERP softwareLabel making softwareSpreadsheet softwareOffice suite softwarePresentation softwareWord processing software
Tasks · seed anchors for statements
  1. Attach identification labels to finished packaged items, or cut stencils and stencil information on containers, such as lot numbers or shipping destinations.
  2. Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.
  3. Stop or reset machines when malfunctions occur, clear machine jams, and report malfunctions to a supervisor.
  4. Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
  5. Remove finished packaged items from machine and separate rejected items.
  6. Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
  7. Inspect and remove defective products and packaging material.
  8. Start machine by engaging controls.
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.