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Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

SOC 51-4081.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers setup, operation, inspection, and quality control of multiple metal and plastic machine tools in a Job Zone 2 manufacturing production environment, from entry-level floor tasks through departmental leadership.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Blueprint and job order basics — identify product specifications and tooling instructions under direct supervisor guidance on a production floor.
  2. Measuring instruments such as rules and templates — use to check workpiece dimensions against stated tolerances with close oversight.
  3. Stock material and workpieces — position and secure manually against stops or in fixtures following step-by-step direction from a lead operator.
  4. Machine controls on lathes, drills, or grinders — locate and operate basic functions under direct supervision during initial on-the-job training.
  5. Cutting tools and brushes — recognize signs of wear and report replacement needs to a supervisor before attempting changes.
  6. Machine stops and guides — set to specified lengths using scales or templates as directed by written work instructions.
  7. Defects on finished workpieces — recognize obvious surface flaws or dimensional mismatches and flag them for quality review.
  8. Personal protective equipment and shop safety protocols — follow consistently when loading materials or attending running machines.
  9. Hand tools such as wrenches and Allen keys — select and use correctly to perform basic fixture adjustments under supervision.
  10. Basic shop mathematics — apply whole-number and fraction calculations to verify simple measurements and machine settings with guidance.
Developing
Mid-level / Established
  1. Job orders and engineering blueprints — read independently to determine operational sequences and tooling requirements for routine production runs.
  2. Drills, cutters, dies, and holding devices — select, install, and align using measuring instruments and hand tools with minimal oversight on standard jobs.
  3. Workpieces — inspect and measure using calipers, micrometers, and templates to verify accuracy and record results in production logs.
  4. Lathes, millers, borers, and presses — set up and operate to produce metallic and plastic parts to specification across familiar job types.
  5. Machine operation — monitor continuously for abnormal sounds, vibration, or surface finish changes and make routine feed or speed adjustments.
  6. Worn cutting tools and accessories — change using proper hand tools and verify alignment before resuming production independently.
  7. Automatic feeding mechanisms and hoists — use to load and position stock safely and efficiently within standard production cycles.
  8. Machine stops and guides — adjust to compensate for tool wear or material variation based on in-process measurement results.
  9. Common machine malfunctions — troubleshoot by following established diagnostic steps and escalating complex issues to maintenance personnel.
  10. Quality control data — compile and review from multiple workpieces to identify recurring dimensional trends and adjust machine settings accordingly.
Proficient
Senior / Expert IC
  1. Full range of machine tool setups — plan and execute independently across lathes, cutters, shears, borers, millers, grinders, and presses for varied production orders.
  2. Complex or tight-tolerance blueprints — interpret and translate into complete tooling and operational sequences without supervisor input.
  3. Non-routine defects and workpiece anomalies — diagnose root cause using measurement data, visual inspection, and knowledge of tooling wear patterns.
  4. Tooling selection and alignment — optimize for material type, part geometry, and cycle time to balance quality and throughput on the shop floor.
  5. Machine malfunctions — troubleshoot and resolve across mechanical and operational causes, coordinating with maintenance only for major repairs.
  6. Quality control analysis — conduct systematic dimensional checks across a production run and implement corrective adjustments to maintain specification compliance.
  7. ERP or production tracking systems — enter job data, material usage, and downtime records accurately to support scheduling and inventory decisions.
  8. Hoists and automated feeding systems — configure and operate safely for heavy or complex stock, ensuring consistent workpiece positioning across long runs.
  9. Peripheral and auxiliary machine setup — integrate into primary operations, verifying synchronization and safety interlocks before production release.
  10. Newer machine models or unfamiliar tooling configurations — adapt quickly using technical documentation and applied mechanical knowledge with minimal retraining time.
Advanced
Lead / Principal / Executive
  1. Shop-wide machine tool setup standards — develop and document to ensure consistent quality, safety, and efficiency across all operators and shifts.
  2. Emerging operators and developing technicians — mentor in blueprint reading, measurement techniques, and machine operation through structured on-the-job coaching.
  3. Production sequencing and workflow — optimize across multiple machine types to reduce changeover time and increase overall equipment effectiveness.
  4. Quality control systems — design and implement inspection checkpoints and measurement protocols that reduce scrap rates across the entire production cell.
  5. Equipment maintenance schedules — establish and oversee for all machine tools, coordinating with maintenance personnel to minimize unplanned downtime.
  6. Tooling and supply procurement decisions — evaluate and recommend based on performance data, cost analysis, and compatibility with current production requirements.
  7. CAD software and digital work instructions — leverage to create or review setup documentation that standardizes best practices for the department.
  8. Safety and compliance standards — enforce and update across the work area, responding to near-miss incidents with root-cause analysis and procedural revisions.
  9. Cross-functional communication — convey production status, quality issues, and capacity constraints clearly to engineering, scheduling, and management stakeholders.
  10. Continuous improvement initiatives — lead on the production floor by identifying inefficiencies in machine setup and operation and implementing measurable corrective actions.

AI-at-Work Competency Framework

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

Authoritative source data identified for 998 occupations

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

Emerging
  1. Basic defect-log review — reads AI-generated summaries of machine fault logs and inspection records to identify recurring error patterns, while relying on a supervisor to interpret corrective actions Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Blueprint parameter extraction — uses an AI assistant to parse job orders and blueprint specifications, confirming critical dimensions and tooling sequences against printed documents before setup begins WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Machine malfunction flagging — monitors AI-assisted alerts on equipment dashboards that highlight deviations in feed rate or spindle speed, then applies manual adjustment procedures to bring operations back within tolerance 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..
Proficient
  1. Quality inspection delegation — feeds dimensional measurement data into an AI analysis tool to detect out-of-tolerance trends across a production run, then decides whether to halt the machine or adjust offsets based on the output Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Tooling selection support — directs an AI reference tool to cross-match workpiece material, required finish, and available tooling inventory, retaining final responsibility for fixture and cutter selection WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Operational sequence planning — uses an AI assistant to draft step-by-step setup sequences from job order specifications, reviewing and correcting each step against shop-floor conditions before execution 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..
Advanced
  1. Predictive maintenance orchestration — directs AI-driven condition-monitoring systems to correlate vibration, temperature, and cycle-count data across multiple machines, interpreting model outputs to schedule preventive maintenance before failure occurs Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Process optimisation handoff — commissions AI-generated parameter recommendations for feeds, speeds, and coolant settings on new material runs, then validates and documents accepted changes as the authoritative process standard for the cell Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Cross-machine defect causation analysis — leads structured reviews where AI pattern-recognition outputs are compared with physical inspection findings, reconciling automated classifications with hands-on evidence to update quality control procedures 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. Blueprint terminology recognition — identifies basic symbols, tolerances, and dimension notations on job orders to set up initial machine parameters Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Verbal reporting — communicates observed machine irregularities to supervisors using basic shop-floor vocabulary during shift handoffs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Job order interpretation — reads and translates product specifications and tooling instructions from blueprints into machine setup sequences with occasional supervisor support 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 documentation — records inspection findings and measurement deviations on production logs using standard shop 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.
Applying
  1. Cross-shift communication — delivers precise verbal and written handoff summaries covering machine status, tooling changes, and in-process quality issues to oncoming 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. Technical clarification — interprets ambiguous blueprint callouts and job order specifications, resolving discrepancies by communicating directly with engineers or supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Mentored blueprint reading — coaches new setters through complex multi-step job orders, translating drawing specifications into step-by-step setup procedures on live equipment 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 reporting — synthesizes machine performance data, quality trends, and tooling wear observations into structured reports shared with engineering and production planning teams Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Setup accountability — takes ownership of assigned machine startup tasks and communicates readiness status to line supervisors before production begins Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer awareness — observes experienced setters during changeovers and asks clarifying questions to build setup competency on assigned equipment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Independent changeover leadership — leads single-machine changeovers from job completion through first-article inspection without requiring step-by-step supervisor direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Safety initiative — identifies and reports unsafe tooling conditions or fixture misalignments before machine startup, prompting corrective action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Multi-machine coordination — manages setup and operational sequencing across multiple machine types simultaneously, prioritizing workflow to meet 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.
  2. New operator guidance — demonstrates correct workpiece positioning, stop setting, and measuring instrument use to less experienced operators during live 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. Continuous improvement leadership — leads root-cause investigations into recurring dimensional defects, driving tooling or setup parameter changes that reduce scrap rates across the production 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. Shift-level mentorship — develops and delivers informal training on machine operation, blueprint reading, and quality inspection for multiple operators, elevating team capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Setup self-check — pauses after initial machine setup to verify alignment steps against job order before starting a production run, recognizing personal knowledge 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. Learning strategy identification — recognizes which machine types or setup procedures require additional practice and seeks out repeat exposure on those specific tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Error pattern recognition — identifies recurring personal setup mistakes, such as misreading dial indicators or misjudging feed rates, and adjusts checking habits 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. Measurement skill monitoring — evaluates personal accuracy when using rules, micrometers, or templates against inspection results to calibrate self-assessment 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. Setup sequence planning — mentally previews full operational sequences before beginning a new job, anticipating tooling conflicts or fixture challenges and preparing solutions in advance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Knowledge boundary awareness — accurately distinguishes between machine malfunctions within personal competence to diagnose versus those requiring maintenance escalation 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. Reflective process refinement — systematically reviews completed job runs to identify setup time inefficiencies or quality deviations attributable to personal decision-making, implementing targeted changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cognitive load management — structures multi-machine monitoring routines to prevent attention lapses during high-volume production, adapting monitoring frequency based on workpiece complexity 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.
4Critical Thinking8 statements
Emerging
  1. Defect identification — distinguishes between acceptable and defective workpieces by comparing measured dimensions to blueprint tolerances using basic measuring instruments 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 observation — recognizes auditory and visual indicators of abnormal machine operation, such as unusual vibration or surface finish changes, and reports findings 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 hypothesis — analyzes dimensional deviations in workpieces to distinguish between tooling wear, workpiece positioning errors, and machine parameter drift as probable causes 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. Tooling selection reasoning — evaluates cutting tool geometry, material type, and machine specifications to select appropriate drills, cutters, or dies for a given job order 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. In-process adjustment judgment — analyzes measurement trends across a production run to determine when machine stops, feed rates, or tooling require proactive correction before defects exceed tolerance 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 sequence optimization — evaluates blueprint specifications and available tooling to plan the most efficient and accurate sequence of machine operations for a complex workpiece 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 quality analysis — correlates machine condition data, tooling wear patterns, and inspection records to identify systemic production quality risks before they result in batch-level defects Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Setup parameter validation — applies mathematical reasoning and mechanical knowledge to challenge and verify setup parameters on unfamiliar machine types or new material 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.
5Collaboration8 statements
Emerging
  1. Shift handoff participation — provides basic machine status updates and workpiece counts to oncoming operators during production transitions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Maintenance coordination — communicates observed machine wear or malfunction symptoms clearly to maintenance technicians when escalating equipment issues Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Cross-trade cooperation — works alongside maintenance and tooling personnel during planned machine adjustments, providing setup context and following coordinated procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Quality team support — shares in-process inspection data and defect samples with quality control personnel to facilitate corrective action analysis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Production cell teamwork — coordinates workpiece flow, machine availability, and tooling readiness with adjacent operators to maintain continuous production rhythm across a multi-machine 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. Collaborative troubleshooting — engages supervisors, engineers, and maintenance staff in structured problem-solving sessions when recurring defects or machine issues exceed individual resolution capacity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-functional process improvement — partners with engineering, quality, and production planning teams to co-develop updated setup procedures or fixture designs based on documented production performance data 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 machine-specific setup knowledge and inspection techniques with peers, creating a collaborative learning environment that reduces setup errors across the shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Safety compliance — follows lockout/tagout, PPE, and machine guarding procedures consistently during every setup and operational task without requiring reminders Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Honest defect reporting — accurately records and reports all out-of-tolerance workpieces without concealing defects or misrepresenting inspection results 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. Accountability for setup errors — acknowledges personal setup mistakes, communicates them promptly to supervisors, and takes corrective action rather than allowing defective production to continue Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Material stewardship — handles stock materials, tooling, and machine accessories with care to minimize waste and equipment wear during daily operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Consistent professional standards — maintains accurate production logs, adheres to job order specifications, and upholds quality standards uniformly across all shifts and job types without supervision 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. Ethical quality ownership — halts production and escalates non-conforming conditions when workpiece quality falls outside acceptable limits, prioritizing product integrity over output pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Integrity modeling — demonstrates and articulates consistent ethical decision-making around quality reporting, safety compliance, and production accuracy, establishing a standard that influences peer behavior Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Accountable leadership under pressure — maintains adherence to quality and safety standards during high-volume production runs or schedule pressures, refusing to compromise specifications for throughput Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Fixturing improvisation — identifies alternative workholding approaches when standard fixtures are unavailable or unsuitable for an irregularly shaped workpiece 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. Setup adaptation — applies knowledge from familiar machine types to initially configure an unfamiliar machine when direct instructions are limited Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Toolpath innovation — devises modified cutting sequences to achieve required tolerances on non-standard workpiece geometries not fully specified in existing job orders 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. Problem-solving workarounds — develops interim operational adjustments to maintain production output when a preferred tooling type or machine accessory is temporarily unavailable 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. Custom setup solutions — designs workholding and stop configurations for novel workpiece shapes by creatively combining available fixtures, arbors, and tooling components Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Process adaptation under constraint — reconfigures machine operational sequences to accommodate material substitutions or engineering change orders mid-production run without sacrificing 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.
Exceeding
  1. Setup procedure innovation — develops new standardized setup approaches for recurring complex jobs that reduce changeover time and improve first-article acceptance rates, sharing innovations with the broader production 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.
  2. Tooling application creativity — identifies non-standard applications of existing cutting tools or machine capabilities to produce difficult features, reducing reliance on specialized outside processing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Skill gap acknowledgment — identifies specific machine types or measuring instruments not yet mastered and actively requests training or supervised practice opportunities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback receptivity — accepts correction from supervisors or experienced operators on setup technique or measurement methods and applies the feedback on the next production run Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Challenge pursuit — volunteers to set up unfamiliar machine types or tackle complex job orders to accelerate skill development beyond the current comfort zone 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 learning — treats dimensional rejections as diagnostic opportunities, analyzing each defect to extract a setup or operational lesson rather than attributing errors to equipment alone Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Continuous skill expansion — systematically pursues competency on additional machine types within the production cell, broadening operational flexibility and reducing single-machine dependency 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. Setback recovery — responds to repeated measurement failures or machine malfunctions by methodically reviewing and revising setup approaches rather than defaulting to familiar but suboptimal methods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery through iteration — applies lessons from hundreds of setup cycles to continuously refine personal techniques, achieving measurably faster changeover times and higher first-article pass rates over time 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 culture contribution — actively creates opportunities for less experienced operators to tackle challenging setups under guided supervision, modeling growth-oriented behavior across the shift team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Focused startup attention — directs full attention to machine setup verification steps before initiating a production run, avoiding distractions during safety-critical alignment tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Present-moment monitoring — maintains continuous awareness of machine sounds, feed resistance, and workpiece surface finish changes as indicators of emerging operational problems 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. Intentional inspection practice — applies deliberate, unhurried measurement technique when using micrometers, rules, or templates to prevent reading errors caused by rushing 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 — manages frustration during repeated setup rejections or machine malfunctions, maintaining systematic troubleshooting behavior rather than reactive adjustments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Sustained multi-machine awareness — maintains calibrated attention across multiple simultaneously running machines, detecting early indicators of tool wear or workpiece deviation before defects 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. Deliberate decision pacing — pauses to fully assess machine condition and measurement data before making feed rate, stop, or tooling adjustments, avoiding impulsive changes that introduce new 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.
Exceeding
  1. Attentional resilience — sustains high-quality monitoring and decision-making during extended high-volume production runs or end-of-shift fatigue conditions, maintaining consistent inspection accuracy throughout 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. Mindful mentorship — models intentional, present-focused machine observation techniques when coaching new operators, explicitly teaching attentional habits alongside technical setup procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Persistence through learning difficulty — continues practicing setup procedures on challenging machine types through repeated attempts rather than avoiding unfamiliar equipment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Physical endurance — sustains required standing, manual material handling, and precision hand tool use throughout a full production shift without compromising setup quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Troubleshooting persistence — works through multi-step machine malfunction diagnoses methodically, continuing to investigate probable causes rather than halting at the first unsuccessful adjustment 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 tolerance — maintains setup accuracy and inspection diligence during high-output production demands or schedule pressure without reducing quality standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Resilience through repeated defects — sustains systematic diagnostic effort through multiple failed correction attempts on difficult-to-resolve dimensional deviations, exhausting technical options before escalating 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. Adversity adaptation — continues productive machine operation during equipment degradation scenarios, such as worn tooling or hydraulic issues, by implementing safe interim adjustments while awaiting maintenance 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. Sustained excellence under sustained adversity — maintains production quality and team morale during prolonged periods of equipment unreliability, material shortages, or staffing constraints, modeling perseverance for the entire shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Courageous quality escalation — escalates systemic quality or safety concerns to management despite production pressure or interpersonal resistance, prioritizing product integrity and worker safety above short-term throughput goals 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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Related titles
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RAPIDS apprenticeships
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O*NET skills
Operations MonitoringQuality Control AnalysisEquipment MaintenanceJudgment and Decision MakingMonitoringOperation and ControlReading ComprehensionActive ListeningSpeakingCritical ThinkingSocial PerceptivenessComplex Problem SolvingTroubleshootingRepairing
Knowledge domains
Production and ProcessingMechanicalMathematicsEnglish LanguageDesign
Abilities
Near VisionControl PrecisionArm-Hand SteadinessManual DexterityProblem SensitivityVisualizationInformation OrderingReaction TimeSelective AttentionFinger Dexterity
Work styles
Attention to DetailDependabilityCautiousnessAchievement OrientationPerseveranceStress Tolerance
Technology
Computer aided design CAD softwareElectronic mail softwareEnterprise resource planning ERP softwareSpreadsheet softwareOffice suite softwareOperating system softwareWord processing software
Tasks · seed anchors for statements
  1. Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
  2. Position, adjust, and secure stock material or workpieces against stops, on arbors, or in chucks, fixtures, or automatic feeding mechanisms, manually or using hoists.
  3. Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
  4. Select, install, and adjust alignment of drills, cutters, dies, guides, and holding devices, using templates, measuring instruments, and hand tools.
  5. Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.
  6. Set up and operate machines, such as lathes, cutters, shears, borers, millers, grinders, presses, drills, or auxiliary machines, to make metallic and plastic workpieces.
  7. Change worn machine accessories, such as cutting tools or brushes, using hand tools.
  8. Set machine stops or guides to specified lengths as indicated by scales, rules, or templates.
CIP education codes
48.050148.0503

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.