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Helpers--Production Workers

SOC 51-9198.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers helper and support roles on manufacturing and industrial production floors, spanning material handling, machinery assistance, quality inspection, and equipment monitoring across Job Zone 2 environments.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Loading and unloading tasks — perform under direct supervision by transferring items between machines, conveyors, and conveyances on a production floor.
  2. Basic machinery operation — assist a machine operator in starting and stopping equipment following written startup procedures in a manufacturing facility.
  3. Product placement — position items onto work surfaces or into equipment for further processing under step-by-step guidance from a line supervisor.
  4. Quality indicators — recognize visible defects or irregularities in finished products by comparing them to posted standard samples at an inspection station.
  5. Machine attachment removal — remove simple attachments or waste material from machines following demonstrated procedures at an assigned workstation.
  6. Manual lifting techniques — lift and carry raw materials and packed items using proper body mechanics under supervisor coaching on a production line.
  7. Equipment startup sequence — follow a printed checklist to start assigned machines or equipment at the beginning of a scheduled production run.
  8. Workplace instructions — listen to and carry out verbal and written directions from operators and supervisors during routine production tasks.
  9. Malfunction awareness — identify unusual sounds, vibrations, or visual cues that may signal equipment trouble and immediately report them to an operator.
  10. Workstation safety rules — apply basic safety protocols, including PPE use and housekeeping standards, during all assigned helper tasks on the production floor.
Developing
Mid-level / Established
  1. Material loading workflow — load and unload items from multiple machine types and conveyors with minimal supervision, maintaining pace with production schedules.
  2. Production machinery assistance — operate assigned production equipment at a routine level, adjusting settings within defined parameters to support output targets.
  3. Processing line placement — position products accurately on work surfaces or in equipment across several product types, adapting to varying sizes and specifications.
  4. Quality conformance checks — examine products against established quality standards, documenting out-of-spec items on inspection logs at a production workstation.
  5. Equipment startup and shutdown — execute full startup and shutdown sequences for assigned machines, verifying readiness before each production cycle.
  6. Operations monitoring — observe multiple pieces of equipment during a shift, distinguishing normal operating conditions from early signs of malfunction.
  7. Hoist and lifting aid operation — use manual hoists and mechanical lifting aids to move heavy raw materials and finished goods safely across the production floor.
  8. Waste and scrap removal — systematically remove machine waste, scrap, and used attachments according to disposal and recycling procedures during and after production runs.
  9. Peer coordination — communicate clearly with machine operators and co-workers to synchronize task handoffs and maintain smooth workflow along the production line.
  10. Production record entry — record basic production data such as unit counts and downtime events using facility software or paper logs at the end of each shift.
Proficient
Senior / Expert IC
  1. Multi-machine loading coordination — independently manage loading and unloading across several machines on a production line, prioritizing tasks to prevent bottlenecks.
  2. Autonomous equipment operation — operate a range of production machinery without direct oversight, troubleshooting minor issues and adjusting controls to maintain output quality.
  3. Complex product staging — stage diverse product types on work surfaces or in processing equipment, adapting placement methods to meet varying downstream process requirements.
  4. In-process quality verification — conduct systematic quality conformance inspections throughout a production run, identifying trends and escalating recurring defects to quality personnel.
  5. Malfunction diagnosis and escalation — differentiate between minor equipment irregularities and critical malfunctions, taking appropriate corrective action or escalating with a detailed report.
  6. Heavy materials handling — safely direct the movement of large or heavy raw materials and finished goods using hoists and material-handling equipment across the full facility.
  7. Attachment and tooling changeovers — perform scheduled machine attachment changes and tooling swaps independently, following changeover procedures to minimize production downtime.
  8. Production data utilization — interpret production schedules, work orders, and basic ERP data to plan daily task sequencing and resource use at the workstation level.
  9. Cross-functional communication — relay equipment status updates, quality findings, and safety concerns clearly to supervisors, maintenance staff, and quality teams during a production shift.
  10. Mentored task demonstration — guide newer helpers through correct loading, placement, and inspection techniques, reinforcing safety and quality standards at the workstation.
Advanced
Lead / Principal / Executive
  1. Production helper workflow design — develop and standardize loading, placement, and inspection procedures for an entire helper team across multiple production lines in a manufacturing facility.
  2. Continuous improvement leadership — identify inefficiencies in material handling and equipment support tasks, propose process improvements, and lead implementation with production and engineering teams.
  3. Quality system stewardship — establish and maintain quality check protocols for helper roles, ensuring conformance standards are consistently applied and updated across production shifts.
  4. Equipment reliability advocacy — analyze recurring malfunction patterns observed by helper staff, present findings to maintenance leadership, and drive preventive maintenance scheduling.
  5. Team training program development — design and deliver structured on-the-job training for new and developing production helpers, incorporating safety, machinery, and quality competencies.
  6. Production capacity planning support — collaborate with supervisors and planners to assess helper staffing needs, shift assignments, and task allocation in response to changing production volumes.
  7. Safety culture reinforcement — model and enforce safe lifting, PPE, and hazard-reporting behaviors across the helper workforce, contributing to facility-wide safety performance metrics.
  8. Cross-shift knowledge transfer — lead structured shift handover communications that capture equipment status, quality issues, and task progress, ensuring continuity across production shifts.
  9. Technology adoption facilitation — guide helper teams in adopting new production tracking tools or ERP-linked data entry processes, supporting digital integration on the production floor.
  10. Performance standard setting — establish measurable output, accuracy, and conduct expectations for production helper roles and provide ongoing feedback to develop a dependable, high-quality workforce.

AI-at-Work Competency Framework

Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.
Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging
  1. Basic AI tool orientation — follows supervisor-directed use of AI-assisted quality inspection interfaces to flag obvious defects on finished products, referencing on-screen guidance without independent judgment Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Machine status monitoring support — uses AI-powered monitoring dashboards to track equipment run states and alert supervisors when readings fall outside normal parameters, reducing reliance on manual observation alone WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Quality conformance cross-check — feeds inspection results into an AI-assisted checklist tool to verify product dimensions and appearance against standards, escalating ambiguous cases to a line lead Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Operations anomaly interpretation — reads AI-generated alerts from production monitoring systems, distinguishes false positives from genuine equipment faults through hands-on verification, and communicates findings clearly to operators 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..
  2. Workflow coordination via AI prompts — uses AI-assisted task scheduling tools to sequence loading, unloading, and placement activities across conveyors and workstations, adjusting pace in response to real-time throughput signals WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Defect pattern recognition — applies AI-surfaced defect frequency reports to focus visual inspection effort on high-risk product batches, improving catch rates without slowing line speed Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Advanced
  1. AI-human handoff design — identifies which inspection and monitoring subtasks are reliably handled by AI tools versus which require physical verification, and structures team workflows so each category receives appropriate human or automated attention 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. Continuous improvement contribution — synthesizes AI-generated production logs and quality trend outputs with floor-level observations to propose targeted process adjustments to supervisors, translating data outputs into actionable operational recommendations WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Active Listening
Score: 42.2 / 100
Quadrant: Q2_ai_augmented
precision: exact
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication8 statements
Emerging
  1. Machine malfunction alerts — reports basic equipment irregularities verbally to operators using simple descriptions of observed symptoms 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 basics — receives verbal instructions from supervisors about production tasks and asks clarifying questions when uncertain Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Quality defect reporting — describes product nonconformance observations clearly to inspectors or supervisors 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. Safety communication — conveys hazardous conditions or incidents on the production floor to team members in a timely and accurate manner Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Production status updates — communicates loading, unloading, and processing progress to operators and line supervisors to maintain workflow 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. Cross-shift information relay — passes accurate task status and equipment condition notes to incoming shift workers to prevent production gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Process improvement communication — articulates workflow inefficiencies and suggested corrective actions to supervisors with supporting observations from 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. Peer guidance delivery — explains machine-loading procedures and quality standards to new helpers using clear, step-by-step verbal and demonstrated instruction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Task ownership initiation — takes responsibility for assigned loading and unloading tasks without requiring repeated prompting from supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Self-directed setup — independently prepares work surfaces and positions products for processing at the start of a production run 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. Workflow continuity ownership — identifies and addresses gaps in material flow between machines without waiting for direct instruction 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 peer support — assists less-experienced helpers in understanding production sequences and safe lifting procedures during active shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Line readiness coordination — takes initiative to ensure machines are loaded, attachments are cleared, and workstations are stocked before production starts 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. Incident response initiative — steps forward to notify operators and halt unsafe conditions when malfunctions are detected during equipment monitoring 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. Experienced helper mentorship — guides newer production helpers through equipment operation sequences, quality checks, and safety protocols on the production floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process accountability modeling — sets the standard for consistent output quality and equipment care, influencing team norms across the production line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Task error recognition — identifies when a loading or placement action produced an incorrect result and pauses to reassess before continuing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Instruction comprehension check — reflects on whether verbal or written production instructions were fully understood before beginning a new task Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Personal skill gap identification — recognizes which machine operation or material handling tasks require additional practice and seeks supervised repetition Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Pace self-monitoring — evaluates own production speed against line demands and adjusts effort to prevent bottlenecks or errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Technique self-evaluation — assesses own lifting, loading, and placement methods after each cycle to identify inefficiencies or safety risks before they accumulate 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 transfer application — consciously applies lessons from previous machine malfunctions or quality failures to current equipment monitoring tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Adaptive strategy development — develops and refines personal mental checklists for monitoring multiple machines and product quality simultaneously on complex 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. Reflective practice modeling — shares self-assessment habits with fellow helpers to build team-wide awareness of error patterns and continuous improvement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Basic defect identification — examines finished products against known quality standards and flags items that appear nonconforming for further review 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 symptom recognition — distinguishes between normal machine operating sounds and irregular patterns that may indicate a problem 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. Root cause questioning — considers whether a recurring product defect originates from machine settings, material placement, or upstream processing errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Procedural logic application — evaluates the correct sequence for loading, processing, and removing materials to avoid downstream production errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Operational deviation analysis — assesses unexpected changes in machine output or product appearance and determines whether to self-correct, adjust, or 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. Quality verification reasoning — applies systematic inspection logic to batches of products, distinguishing random defects from systemic quality failures 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. Systematic malfunction diagnosis — analyzes patterns across multiple equipment malfunctions to identify probable mechanical causes and communicate findings to maintenance teams 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 flow optimization reasoning — evaluates sequencing, material staging, and machine load timing to propose improvements that reduce waste 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.
5Collaboration8 statements
Emerging
  1. Team task alignment — coordinates basic loading and unloading timing with adjacent machine operators to avoid collisions or idle time on 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.
  2. Role boundary respect — recognizes when a task falls within machine operator responsibility versus helper responsibility and defers appropriately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Shared workflow support — anticipates when operators are overloaded and proactively assists with product removal or material staging without being 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.
  2. Multi-role coordination — works alongside forklift operators, inspectors, and packers to maintain uninterrupted material flow through the production process 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-function synchronization — adjusts own pace and task sequencing in real time to match the operational rhythm of machine operators and downstream production workers 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 quality inspectors to ensure nonconforming products are flagged, quarantined, and documented accurately as a team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Line-wide coordination facilitation — acts as a linking resource between machine operators, helpers, and supervisors to maintain production continuity during personnel or equipment disruptions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Team problem-solving contribution — brings firsthand floor-level observations to group troubleshooting discussions, improving collective decisions about equipment and process adjustments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
6Character8 statements
Emerging
  1. Safety rule adherence — follows all posted lockout/tagout and personal protective equipment requirements consistently without selective compliance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Honest defect reporting — accurately reports product nonconformance and machine irregularities even when it slows production 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.
Developing
  1. Attendance and reliability — maintains consistent presence and punctuality to ensure production lines are staffed and material flow is uninterrupted Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Equipment care accountability — reports accidental damage to machines, tools, or products immediately rather than concealing errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Ethical production conduct — refuses to pass nonconforming products through inspection under production pressure, upholding quality standards over output quotas 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. Professionalism under pressure — maintains composed and cooperative behavior during high-volume production runs, equipment failures, or last-minute schedule changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity role modeling — demonstrates consistent ethical behavior in quality checks, safety compliance, and peer interactions that sets the behavioral standard for the production team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Transparent process escalation — proactively brings systemic safety or quality concerns to supervisory attention even when organizational pressure discourages such disclosures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
7Creativity8 statements
Emerging
  1. Improvised material staging — devises workable arrangements for staging raw materials near machines when standard layout is disrupted by delivery or space constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Alternative handling approach — identifies a safer or more efficient way to position an awkward load on a conveyor when standard methods are impractical 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. Workflow bottleneck workaround — proposes a temporary resequencing of loading and unloading tasks to maintain output when one machine is down for 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. Tool adaptation — finds practical alternative uses for available hand tools or equipment attachments to resolve a minor material-handling challenge on the line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process shortcut innovation — develops a time-saving technique for loading or positioning products that reduces cycle time without compromising quality or safety 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. Defect reduction idea generation — generates novel suggestions for reducing product damage during handling based on direct observation of recurring failure points 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. Ergonomic improvement design — conceives and advocates for a modified workstation layout or material flow path that reduces physical strain and improves throughput for the entire team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-process innovation contribution — applies observations from multiple production line positions to generate creative solutions that supervisors incorporate into standard operating 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.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts correction from operators and supervisors about loading technique or quality inspection errors and applies changes on the next cycle Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Unfamiliar machine willingness — volunteers to learn an unfamiliar piece of production equipment rather than deferring only to practiced tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Skill-building persistence — practices correct lifting and machine-loading techniques repeatedly after initial errors without becoming discouraged by early inconsistency 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. Constructive mistake framing — treats a batch of nonconforming products resulting from a placement error as a learning opportunity rather than a performance 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.
Applying
  1. Cross-training engagement — actively pursues opportunities to rotate through multiple production helper roles to broaden mechanical knowledge and operational flexibility 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. Sustained improvement effort — tracks personal error rates in quality inspection and material placement over time and adjusts technique based on observed trends 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. Challenge-seeking behavior — requests assignment to the most technically complex or high-volume production lines to accelerate skill development beyond current comfort level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning culture promotion — encourages fellow helpers to view equipment malfunctions and quality failures as shared learning events rather than individual blame situations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Sustained attention maintenance — keeps focus on machine operations and product flow during repetitive loading and unloading cycles without drifting into 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.
  2. Physical state awareness — recognizes signs of fatigue or strain during manual lifting tasks and pauses to use correct technique before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Noise environment attention — maintains heightened sensory awareness of machine sounds on a loud production floor to detect operational irregularities amid ambient noise 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 during pressure — manages frustration during high-demand production periods without allowing it to reduce care in product handling or inspection Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Intentional monitoring presence — brings deliberate, focused attention to equipment observation tasks rather than performing monitoring as a passive background 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. Distraction management — redirects attention back to machine operations and quality checks promptly when disrupted by coworker conversations or line interruptions 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 a consistent, calm, and fully present approach to monitoring multiple machines simultaneously that serves as a standard for team attentiveness 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 response regulation — maintains precise and safe material handling and machine operation support under high-pressure deadlines or equipment disruptions through intentional self-regulation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical demand endurance — sustains manual lifting, loading, and standing tasks throughout a full production shift without abandoning assigned responsibilities 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 — returns to assigned production tasks with steady effort after making a loading or quality inspection mistake Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Monotony resilience — maintains consistent work quality and attention during extended repetitive production cycles that offer little variation in task type 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. Equipment disruption persistence — continues to contribute productively to adjacent tasks when assigned machines go down, rather than disengaging until repairs are complete 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. High-volume production endurance — sustains safe, accurate loading and unloading performance during peak production runs that demand sustained physical and mental output over full 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. Ambiguity tolerance — continues productive work under changing production priorities or unclear instructions while awaiting supervisor clarification Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Extended adversity resilience — maintains quality, safety, and team support through prolonged periods of equipment failures, staffing shortages, or accelerated production demands 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. Courageous safety advocacy — raises safety concerns about machine operations or handling procedures despite social pressure from peers or supervisors to maintain production pace 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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RAPIDS apprenticeships
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O*NET skills
Active ListeningMonitoringSpeakingCritical ThinkingOperations MonitoringReading ComprehensionSocial PerceptivenessCoordination
Knowledge domains
Mechanical
Abilities
Near VisionStatic StrengthManual DexterityControl PrecisionTrunk StrengthArm-Hand SteadinessFinger DexterityMultilimb CoordinationProblem SensitivityInformation Ordering
Work styles
DependabilityCooperationAttention to DetailCautiousnessIntegritySelf-Control
Technology
Document management softwareDesktop publishing softwareGraphics or photo imaging softwareComputer aided design CAD softwareEnterprise resource planning ERP softwareSpreadsheet softwareOffice suite softwareElectronic mail softwarePresentation softwareWord processing software
Tasks · seed anchors for statements
  1. Load and unload items from machines, conveyors, and conveyances.
  2. Operate machinery used in the production process, or assist machine operators.
  3. Place products in equipment or on work surfaces for further processing, inspecting, or wrapping.
  4. Examine products to verify conformance to quality standards.
  5. Start machines or equipment to begin production processes.
  6. Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
  7. Remove products, machine attachments, or waste material from machines.
  8. Lift raw materials, finished products, and packed items, manually or using hoists.
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.