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Metal Workers and Plastic Workers, All Other

SOC 51-4199.00Job Zone —v.26.05

Context coveredThis framework covers metal and plastic fabrication production environments at Job Zone 3, spanning shop-floor operations, quality inspection, equipment control, workforce recordkeeping, and safety enforcement across entry through principal practitioner levels.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Safety and sanitation regulations — identify and follow under direct supervisor guidance on a production shop floor.
  2. Attendance and hours records — record accurately using time accounting software with oversight from a lead worker.
  3. Metal and plastic materials — inspect for visible defects or damage following established checklists on an entry-level production line.
  4. Work orders and production schedules — read and interpret with supervisor assistance to determine assigned daily tasks.
  5. Hand tools and basic forming equipment — operate under close direction to complete standard metal or plastic fabrication tasks.
  6. Near-vision inspection tasks — perform to detect surface irregularities on finished parts at a supervised workstation.
  7. Production monitoring procedures — follow step-by-step protocols to observe machine performance and report anomalies to a lead.
  8. Arm-hand steadiness and manual dexterity — apply when handling raw stock and positioning components during guided fabrication tasks.
  9. Verbal instructions from supervisors — listen actively and confirm understanding before beginning assigned production operations.
  10. Basic quality control criteria — recognize pass/fail standards and flag non-conforming parts for review under direct supervision.
Developing
Mid-level / Established
  1. Safety regulation compliance — enforce personal and crew adherence to OSHA and facility sanitation standards during routine shifts.
  2. Employee attendance logs — maintain and reconcile weekly records using time accounting software with minimal supervisor review.
  3. In-process parts and assemblies — inspect against dimensional and visual specifications, documenting findings in a production database.
  4. Production charts and work orders — analyze to sequence daily fabrication tasks and adjust workflow for minor schedule changes.
  5. Metal-forming or plastic-processing equipment — operate and control settings independently to meet standard output and quality targets.
  6. Machine performance metrics — monitor via control panels and software dashboards, identifying deviations before they cause defects.
  7. Spreadsheet software — use to track yield rates, material usage, and downtime data across routine production runs.
  8. Quality control analysis techniques — apply to identify recurring defect patterns and recommend corrective actions to supervisors.
  9. CAD drawings and engineering prints — read and interpret to verify component dimensions during mid-production inspections.
  10. Coworkers and internal customers — communicate clearly about production status, part quality, and schedule updates during shift handoffs.
Proficient
Senior / Expert IC
  1. Complex production schedules and multi-order work packages — read, analyze, and act on autonomously to optimize throughput across a full shift.
  2. Safety and sanitation program requirements — enforce consistently across a workgroup, resolving ambiguous situations using independent judgment.
  3. Non-routine defects and equipment malfunctions — diagnose using critical thinking and mechanical knowledge, implementing corrective measures without escalation.
  4. Advanced quality control analysis — conduct on finished metal and plastic products, applying statistical reasoning to distinguish process variation from systematic error.
  5. Enterprise application integration software — utilize to link production records, inventory data, and scheduling systems for accurate real-time reporting.
  6. CAD software — interpret and manipulate design files to verify manufacturability and communicate specification changes to engineering teams.
  7. Precision hand and powered tooling — apply with fine motor control to perform close-tolerance operations on specialty metal or plastic components.
  8. Attendance and workforce data — manage across multiple employees, generating accurate hours reports and identifying patterns affecting productivity.
  9. Technical information from manuals and reports — comprehend and apply independently to configure equipment and resolve process challenges.
  10. Production process improvements — identify through systematic monitoring and present findings and recommendations to operations management.
Advanced
Lead / Principal / Executive
  1. Facility-wide safety and sanitation standards — establish, revise, and enforce, driving a culture of compliance across all metal and plastics production areas.
  2. Competency development programs — design and deliver for emerging and developing workers, leveraging education and training knowledge to build shop-floor capability.
  3. Organizational production records and KPI systems — architect using database, spreadsheet, and enterprise integration tools to provide decision-quality data to leadership.
  4. Strategic production schedules and capacity plans — analyze and shape at a departmental level, aligning resources and priorities with business objectives.
  5. Cross-functional quality initiatives — lead, applying advanced quality control analysis to drive systemic defect reduction and customer satisfaction improvements.
  6. Capital equipment selection and process technology decisions — inform by synthesizing mechanical knowledge, operational data, and vendor assessments.
  7. Workforce attendance and performance metrics — oversee at team or department scale, using management principles to address absenteeism and productivity gaps.
  8. Safety, regulatory, and public security requirements — interpret and translate into operational policies, ensuring organizational compliance with industry and legal standards.
  9. Mentorship and technical coaching — provide to proficient and developing practitioners, modeling precision, integrity, and critical thinking in complex production situations.
  10. Stakeholder communication on production performance — lead, delivering clear, data-driven briefings to plant management, customers, and cross-departmental partners.

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-assisted alert interpretation — reads AI-generated flags on equipment sensor dashboards to identify potential deviations, while relying on a supervisor to confirm corrective action 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..
Developing
  1. Production record analysis delegation — inputs work orders, production schedules, and attendance logs into an AI tool to surface patterns and discrepancies, then cross-checks outputs against physical records before acting WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Defect detection support — uses AI-assisted vision or monitoring tools to pre-screen materials and products for defects, escalating ambiguous cases to manual inspection Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Operations monitoring augmentation — directs AI monitoring systems to track process parameters in real time, interpreting AI-scored anomaly reports and deciding which deviations require immediate intervention versus continued observation Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Quality control workflow integration — configures AI-assisted quality analysis tools with relevant tolerance thresholds and product specs, then evaluates AI-generated rejection recommendations against observed material conditions before finalizing disposition Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Safety and compliance tracking — uses AI tools to cross-reference employee attendance records and shift logs against regulatory safety requirements, retaining personal accountability for enforcement decisions WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. End-to-end monitoring orchestration — designs and oversees a multi-step AI monitoring workflow that ingests sensor data, production schedules, and quality reports, setting decision boundaries and audit checkpoints to maintain process control without ceding judgment on critical deviations 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. AI performance evaluation — benchmarks the accuracy of AI-driven operations monitoring outputs against historical defect and downtime data, identifying systematic blind spots and adjusting tool configuration or escalation thresholds accordingly Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Cross-functional AI integration leadership — coordinates with engineers and supervisors to embed AI monitoring and control tools into standard operating procedures, ensuring outputs are interpretable by workers at all skill levels and that human override protocols are clearly defined WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Operations Monitoring
Score: 62.1 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

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

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

1Communication8 statements
Emerging
  1. Work order comprehension — reads and interprets basic production schedules and job tickets to understand daily task assignments 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 — relays observed hazards or equipment issues verbally to a supervisor during standard shift operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Shift handoff reporting — communicates machine status, production counts, and defect observations to incoming shift personnel through verbal and written summaries 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. Instruction following — asks clarifying questions when reading technical work orders or processing specifications to confirm accurate interpretation 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 documentation — records inspection findings, nonconformance details, and corrective actions taken in production logs with precise, standardized 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 coordination — communicates material or tooling needs clearly to maintenance, quality, and materials teams to maintain uninterrupted production flow 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 change briefing — prepares and delivers structured verbal and written communications to operators and supervisors when new metal or plastic processing procedures are introduced 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 — translates complex equipment operation and safety requirements into clear, accessible language when mentoring new 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.
2Leadership8 statements
Emerging
  1. Task ownership — takes personal responsibility for completing assigned metal or plastic fabrication tasks within shift time requirements without requiring redirection Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety compliance modeling — follows lockout/tagout and PPE protocols consistently, demonstrating expected behavior for peers on the shop 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.
Developing
  1. Peer guidance — assists less experienced operators with machine setup, material handling, or quality checks during production without prompting from a supervisor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Problem escalation — recognizes when equipment or process issues exceed individual authority and initiates appropriate escalation to shift leads or maintenance personnel 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. Work cell coordination — organizes task sequencing and material flow within a production cell to meet output targets and minimize downtime Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Attendance accountability — monitors and records crew attendance and hours worked accurately, addressing discrepancies with professionalism O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Safety regulation enforcement — leads enforcement of safety and sanitation standards across the production area, intervening decisively when violations are observed and driving corrective culture 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. Workforce development leadership — identifies skill gaps among metal and plastic workers and initiates structured on-the-job coaching plans that improve team-wide production 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.
3Metacognition8 statements
Emerging
  1. Error self-recognition — identifies personal mistakes in machining or forming operations and reports them promptly rather than concealing defective output Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning awareness — recognizes gaps in knowledge of material properties or machine settings and seeks clarification before proceeding with unfamiliar tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Process reflection — reviews completed production runs to identify patterns in own performance, including recurring dimensional errors or setup inefficiencies 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 — articulates current competency levels across specific metal or plastic processing operations when discussing development goals with a supervisor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Adaptive strategy selection — evaluates which inspection method or quality check approach is most appropriate given the material type, tolerances, and production volume at hand 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. Cognitive load management — structures own task sequencing during complex setups to reduce error risk by breaking multi-step operations into verified checkpoints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Continuous self-calibration — systematically compares own production outcomes against quality standards and adjusts technique or machine parameters before defects reach downstream processes 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. Mentored reflection — guides less experienced workers through structured post-task reviews that build their ability to monitor and improve their own machining or forming performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Defect identification — distinguishes between acceptable and nonconforming parts during visual inspection by comparing output against provided specifications or sample 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. Root cause questioning — asks basic diagnostic questions when a machine produces out-of-tolerance parts to identify whether the issue is tooling, material, or operator error 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 record analysis — reads and interprets charts, work orders, and schedules to identify schedule conflicts, material shortages, or sequencing problems before they impact 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. Process parameter evaluation — evaluates machine settings such as feed rate, temperature, or pressure against material specifications to determine whether adjustments are warranted Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Quality control analysis — applies structured inspection logic to detect systematic defect patterns, differentiating random variation from process drift in metal or plastic 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. Operational decision-making — weighs trade-offs between production speed and part quality when machine conditions degrade, making evidence-based decisions about whether to continue or stop the 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.
Exceeding
  1. Process failure reasoning — conducts thorough root-cause analyses on recurring defects or equipment malfunctions, synthesizing inspection data, machine logs, and material certifications to identify systemic 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. Assumption challenging — questions existing processing procedures when data suggests a better method, building a reasoned case for process changes backed by measurable quality or efficiency evidence 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 sharing — cooperates with coworkers during material loading, machine tending, or parts transfer operations to maintain production flow on shared equipment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-shift information sharing — provides basic status updates to incoming operators about machine condition and work-in-progress quantities at 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. Quality team participation — contributes observations and data during production quality reviews, offering floor-level insight to support decisions made by quality technicians or engineers 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 personnel during equipment troubleshooting, describing symptoms clearly and supporting repair activities safely Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Cross-functional problem solving — engages productively with engineering, quality, and materials teams to resolve metal or plastic processing issues that span multiple departments 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 cell teamwork — coordinates with adjacent workstation operators to balance workflow, prevent bottlenecks, and meet shared output targets within the production cell Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Continuous improvement teaming — leads collaborative kaizen or process improvement events involving operators, supervisors, and engineers to eliminate waste or defects in metal or plastic processing operations 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. Diverse perspective integration — synthesizes input from operators with varying skill levels and backgrounds when developing new standard work procedures or training materials for the shop floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Attendance reliability — reports to assigned production station consistently and on time, supporting team output commitments and minimizing schedule disruption Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Honest reporting — accurately records production counts, defect quantities, and equipment anomalies without falsifying data to meet targets 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. Regulatory adherence — follows enforced safety and sanitation regulations on the shop floor even when not directly supervised, treating compliance as a personal standard 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 for errors — discloses own machining or processing mistakes promptly and participates in corrective action rather than deflecting responsibility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical production standards — refuses to approve or pass nonconforming metal or plastic parts under schedule pressure, prioritizing product integrity over short-term output metrics Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Professionalism under pressure — maintains respectful, composed conduct during high-volume production periods or when receiving critical quality feedback from supervisors or auditors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — sets a visible standard of ethical conduct on the production floor by consistently acting with honesty, safety awareness, and accountability regardless of organizational pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety culture stewardship — proactively intervenes when coworkers bypass safety protocols, framing corrections constructively and reinforcing a culture of shared responsibility for workplace safety 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. Workaround generation — proposes simple alternative material handling or setup approaches when standard tooling is unavailable to avoid production stoppages Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Observation-based suggestion — notices inefficiencies in metal or plastic processing routines and surfaces improvement ideas to supervisors during team meetings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup optimization — experiments with fixture arrangements or feed sequences on forming or cutting equipment to reduce cycle time while maintaining dimensional 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. Defect prevention ideation — generates novel inspection checkpoints or in-process controls to catch emerging quality issues before they propagate through 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.
Applying
  1. Process adaptation — redesigns a processing sequence when introducing a new metal alloy or plastic compound with unfamiliar properties, testing adjustments systematically to achieve specification Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Tool application innovation — identifies non-standard uses of existing tooling or jigs to extend their application to new part geometries without requiring capital investment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Systematic process reinvention — leads the development of entirely new production methods or material handling approaches that measurably improve yield, safety, or throughput across the work cell 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-domain solution transfer — applies problem-solving approaches from one metalworking or plastics process to address challenges in a different process family, generating transferable improvements across the facility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts corrective feedback from supervisors or quality technicians about machining or inspection errors without defensiveness and applies the guidance immediately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Skill challenge acceptance — volunteers for unfamiliar metal or plastic processing tasks as opportunities to expand technical capability rather than defaulting to familiar operations only Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setback recovery — returns to standard production performance quickly after equipment failures, quality rejections, or process interruptions without sustained loss of focus or effort Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-training engagement — pursues cross-training on additional machines or fabrication methods to broaden versatility across 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.
Applying
  1. Continuous learning practice — regularly reviews updated work instructions, material data sheets, and process change notices to keep technical knowledge current without being directed to do so 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. Failure-to-learning conversion — treats rejected parts or failed setups as diagnostic data, documenting what was learned and applying it to prevent recurrence in future 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.
Exceeding
  1. Learning culture promotion — actively encourages peers and junior operators to view quality errors and process challenges as development opportunities, modeling a growth-oriented approach to production work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mastery pursuit — seeks advanced training in metallurgy, polymer processing, or precision measurement beyond job requirements, integrating new expertise into daily production decision-making 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. Hazard awareness — maintains present-moment attention to machine states and surrounding work area conditions to detect emerging safety risks before they become incidents Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Task focus — sustains attention on active machining or forming operations during repetitive production cycles to prevent quality drift caused by inattention Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Stress response regulation — manages physical and emotional responses to production pressure, equipment alarms, or quality failures in ways that preserve clear decision-making Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Intentional monitoring — applies deliberate, structured attention during operations monitoring routines rather than passive observation, catching parameter deviations earlier in the drift cycle 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. Situational awareness maintenance — tracks simultaneous inputs from machine gauges, material flow, and quality indicators across a production run without losing awareness of any single critical variable 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 measured, professional conduct during high-stakes production inspections, customer audits, or scrap events by regulating reactive impulses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Attentional discipline modeling — demonstrates and teaches focused monitoring practices to less experienced operators, building a work cell culture in which deliberate attention is a shared operational norm Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Proactive risk sensing — draws on heightened present-moment awareness to detect subtle early-warning signs of equipment wear or material inconsistency that precede measurable defect signals 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.
10Fortitude8 statements
Emerging
  1. Physical endurance — sustains productive performance across full production shifts involving repetitive metal or plastic handling, exposure to noise, heat, or fumes, and extended standing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Difficulty persistence — continues working through minor equipment malfunctions or material variability without abandoning the task or requiring constant supervisor intervention Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Adversity recovery — resumes stable production output after significant disruptions such as tooling failures, material shortages, or unexpected quality escapes within the same shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Uncertainty tolerance — maintains productive engagement when processing specifications are unclear or work orders are incomplete, gathering needed information while continuing safe operations 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 commitment — maintains rigorous inspection and documentation standards through high-volume production runs even when output pressure and fatigue accumulate late in the shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Courageous safety reporting — reports unsafe conditions or regulatory violations to supervision even when doing so creates friction with peers or disrupts production schedules 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. Organizational resilience contribution — stabilizes team performance during facility-wide disruptions such as supply chain failures, major equipment breakdowns, or regulatory audits by modeling composure and decisive action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term perseverance — sustains commitment to process improvement initiatives and quality goals over months or years despite organizational resistance, resource constraints, or slow visible progress 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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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 ControlCritical ThinkingActive ListeningQuality Control AnalysisSpeakingReading Comprehension
Knowledge domains
Production and ProcessingMechanicalEnglish LanguageMathematicsEducation and TrainingAdministration and ManagementCustomer and Personal ServicePublic Safety and Security
Abilities
Near VisionArm-Hand SteadinessControl PrecisionManual DexterityProblem SensitivityFinger Dexterity
Work styles
Attention to DetailDependabilityCautiousnessPerseveranceIntegrityAchievement Orientation
Technology
Internet browser softwareComputer aided design CAD softwareEnterprise application integration softwareTime accounting softwareData base user interface and query softwareSpreadsheet software
Tasks · seed anchors for statements
  1. Enforce safety and sanitation regulations.
  2. Keep records of employees' attendance and hours worked.
  3. Inspect materials, products, or equipment to detect defects or malfunctions.
  4. Read and analyze charts, work orders, production schedules, and other records and reports to determine product
CIP education codes
48.050148.050348.0599

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.