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Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

SOC 51-4033.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers the setup, operation, quality inspection, and process improvement of grinding, lapping, polishing, and buffing machine tools used in metal and plastic production environments, from entry-level supervised operation 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. Basic measuring instruments such as gauges and micrometers — identify and use under direct supervision to check finished workpieces against dimensional specifications on the shop floor.
  2. Blueprint and work order terminology — interpret with guidance to locate product specifications and tooling requirements before beginning a grinding or polishing operation.
  3. Machine start-up and shutdown switches — activate according to step-by-step instructions to grind or buff metal and plastic workpieces within a supervised production environment.
  4. Hand tools and tool-holding devices — use under direction to mount and position cutting or grinding tools in machine chucks and spindles on assigned equipment.
  5. Machine controls and index settings — adjust to pre-selected operational parameters following supervisor-provided setup sheets in a production cell.
  6. Workpiece layout tasks — perform using basic precision measuring devices under close oversight to prepare parts for grinding or lapping operations.
  7. Abnormal machine sounds or vibrations — recognize and report immediately to a lead operator or supervisor during routine production runs.
  8. Personal protective equipment and shop safety protocols — follow consistently when operating buffing and polishing machines in a metal fabrication environment.
  9. Finished part measurements — record accurately on inspection logs using provided templates under the guidance of a quality technician.
  10. Tooling selection criteria — recognize basic requirements by referencing work orders and machining instructions with supervisor support in a Job Zone 2 production setting.
Developing
Mid-level / Established
  1. Gauges, micrometers, and calipers — apply routinely and independently to inspect and measure finished workpieces for conformance to dimensional and surface-finish specifications.
  2. Machine controls for indexing and operational settings — adjust with minimal oversight to maintain consistent feed rates and depth of cut across standard grinding and lapping operations.
  3. Blueprints and machining instructions — read and interpret without assistance to determine tool requirements, operational sequences, and tolerances for familiar part families.
  4. Grinding, honing, and buffing machine tooling — select appropriately from available inventory based on material type and production requirements for routine job assignments.
  5. In-process machine operations — monitor continuously for deviations in cycle time, surface quality, or dimensional drift, making corrective adjustments within established parameters.
  6. Tool installation procedures — execute independently, mounting and aligning tools in spindles and chucks to manufacturer and setup-sheet specifications with acceptable first-piece results.
  7. Minor machine faults such as feed inconsistencies or coolant flow issues — troubleshoot using standard diagnostic steps and resolve without interrupting the full production schedule.
  8. Work orders and production schedules — review and prioritize to sequence grinding and polishing tasks efficiently across a shift in a mid-volume manufacturing environment.
  9. Quality control data from part inspections — analyze trends and identify when process drift requires a machine parameter adjustment before scrap is generated.
  10. Inventory management software or paper-based tracking systems — use to log tooling consumption and flag replenishment needs within a production department.
Proficient
Senior / Expert IC
  1. Full range of grinding, lapping, polishing, and buffing operations — perform autonomously across diverse part geometries and materials, meeting tight tolerances in a high-mix production environment.
  2. Complex blueprints, GD&T callouts, and multi-step machining instructions — interpret independently to establish complete operational sequences and tooling configurations for non-routine workpieces.
  3. Precision measuring instruments including CMM data, surface profilometers, and optical comparators — apply to conduct thorough dimensional and surface-finish analyses on critical aerospace or automotive components.
  4. Recurring machine malfunctions, including spindle runout, wheel dress inconsistencies, and hydraulic faults — diagnose and resolve using systematic troubleshooting without supervisory intervention.
  5. Tooling selection decisions for non-standard or challenging materials — make by integrating knowledge of abrasive grades, bond types, coolant chemistry, and machine capability in a production setting.
  6. Process parameters such as wheel speed, feed rate, and work-holding pressure — optimize independently to balance cycle time, surface quality, and tool life across a production run.
  7. Operator-level industrial control software and CNC program offsets — modify to correct dimensional deviations identified during in-process inspection without requiring engineering sign-off.
  8. First-article inspection reports and non-conformance documentation — complete accurately and communicate findings to quality and engineering teams to drive corrective action.
  9. New setups for unfamiliar part configurations — develop and validate independently, including trial runs, measurement verification, and setup-sheet creation for future operator reference.
  10. Workplace hazard assessments for grinding and polishing operations — conduct proactively, identifying risks from wheel breakage, coolant mist, and fine particulate in a metal fabrication facility.
Advanced
Lead / Principal / Executive
  1. Departmental grinding and finishing standards, setup procedures, and quality benchmarks — establish and maintain to drive consistency and continuous improvement across a multi-shift production operation.
  2. Emerging operators and developing technicians — mentor and coach through structured on-the-job instruction, accelerating competency development in machine setup, measurement, and troubleshooting.
  3. Capital equipment selection and tooling procurement decisions — lead by evaluating grinding, lapping, and polishing machine capabilities against long-range production and quality requirements.
  4. Cross-functional process improvement initiatives — champion by partnering with engineering, quality, and maintenance teams to reduce scrap rates, cycle times, and unplanned downtime in finishing operations.
  5. ERP and inventory management systems — leverage at a departmental level to optimize tooling and consumable spend, aligning procurement cycles with production forecasts.
  6. Plant-wide quality control frameworks for ground and finished metal and plastic components — develop and implement, integrating statistical process control methods into daily operator practice.
  7. Workforce scheduling and skill-gap analysis for grinding and polishing cells — conduct to ensure adequate coverage and capability across all shifts and part families.
  8. Safety and compliance programs specific to abrasive machining operations — author and enforce, ensuring alignment with OSHA regulations and internal risk management policies.
  9. Advanced CAD or CAM data review — perform in collaboration with process engineers to assess machinability, identify finishing challenges, and recommend design-for-manufacturability improvements early in the product lifecycle.
  10. Organizational performance metrics for the finishing department including yield, OEE, and customer return rates — analyze and present to senior leadership, translating data into actionable operational strategies.

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. AI-assisted blueprint interpretation — uses an AI tool to parse work orders and machining instructions, flagging unfamiliar tolerances or material specifications before setup begins Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Machine parameter lookup — queries an AI assistant to cross-reference pre-selected operational settings against manufacturer guidelines, then confirms the output against printed job cards 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. Defect pattern recognition support — feeds inspection observations into an AI tool to identify recurring surface-finish anomalies, while personally verifying each flagged condition with calipers or micrometers Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Operations monitoring triage — delegates routine sensor-log review to an AI monitoring interface that surfaces out-of-tolerance drift alerts, reserving direct intervention decisions for the human operator Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Specification conformance checking — directs an AI vision or measurement tool to compare finished workpiece dimensions against blueprint tolerances, then signs off on accept/reject decisions based on the AI-generated report WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Adjustment sequencing — uses an AI-guided workflow to determine the ordered sequence of machine control moves needed to correct detected grinding or lapping deviations, validating each step against physical outcomes before proceeding Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Advanced
  1. Closed-loop process optimization — orchestrates an AI analytics pipeline that continuously correlates machine settings, material feed rates, and surface-finish measurements to recommend parameter adjustments, maintaining human authority over all production-floor control changes 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 tool evaluation and handoff — assesses the reliability of AI-generated monitoring outputs against ground-truth gauge readings, determines when AI confidence is insufficient, and escalates to engineering review — embedding this judgment into standard operating procedures for the work cell Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Operations Monitoring
Score: 62.1 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources: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 reading attempts — interprets basic symbols and dimensions from work orders to identify stock removal targets and surface finish requirements Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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 status reporting — communicates machine status and workpiece progress to a supervisor using standard shop floor terminology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup documentation review — reads and applies multi-step machining instructions and tooling charts from work orders with minimal supervisor clarification Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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 description — describes surface irregularities, dimensional deviations, and machine anomalies to quality technicians using precise technical 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.
Applying
  1. Cross-shift handoff communication — conveys machine settings, in-process inspection results, and outstanding issues to incoming operators through structured verbal and written handoff notes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Specification clarification — initiates direct dialogue with engineers or quality staff to resolve ambiguous tolerances or conflicting blueprint dimensions before proceeding with 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. Technical mentoring dialogue — explains grinding parameters, wheel selection rationale, and inspection methods to new operators using clear, stage-appropriate language tailored to learner experience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process documentation authoring — writes detailed setup sheets, standard operating procedures, and corrective action reports that serve as reference standards for 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.
2Leadership8 statements
Emerging
  1. Task ownership initiation — takes responsibility for completing assigned grinding or buffing cycles without prompting, demonstrating accountability for individual workpiece outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer assistance — offers guidance on machine start-up procedures to less experienced operators when asked Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup prioritization — sequences own workload to meet production schedule demands, coordinating tool changes and wheel dressing within shift without supervisor direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety standard modeling — consistently demonstrates correct workholding, guarding, and PPE practices, setting a behavioral standard observed by co-workers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Work cell coordination — organizes workflow across multiple grinding or polishing stations, ensuring consistent throughput and timely escalation of quality deviations to 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. Problem-solving initiative — identifies recurring dimensional non-conformances, investigates root causes, and implements corrective machine adjustments without waiting for 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.
Exceeding
  1. Continuous improvement leadership — leads shop floor kaizen efforts focused on cycle time reduction, wheel life extension, or surface finish consistency, presenting findings to engineering and production management Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Operator development sponsorship — formally mentors new hires through machine certification processes, tracking their competency milestones and providing structured feedback throughout onboarding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Skill gap recognition — identifies personal unfamiliarity with specific grinding wheel grades or coolant systems and requests targeted instruction before beginning new operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Error reflection — after producing an out-of-tolerance workpiece, reviews own measurement and setup steps to identify where the process deviated Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup strategy planning — mentally rehearses machine indexing sequences and tool-mounting steps before beginning a complex setup to reduce trial-and-error 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.
  2. Inspection habit monitoring — tracks own frequency and accuracy of in-process gauge checks, adjusting the inspection interval when dimensional drift is detected Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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. Learning transfer evaluation — assesses which grinding techniques learned on cylindrical work apply to flat-lapping operations and which require new mental models, adapting accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cognitive load management — recognizes when simultaneous monitoring of feed rate, coolant flow, and surface finish indicators exceeds reliable attention capacity and creates structured checklists to compensate Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Expertise mapping — articulates the boundaries of own machine knowledge versus areas requiring engineering input, consistently applying this self-assessment before committing to process changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Instructional self-design — develops personal learning plans for mastering unfamiliar abrasive processes such as honing or superfinishing by breaking skills into discrete, measurable sub-tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Specification comparison — compares measured workpiece dimensions against blueprint tolerances to determine whether a part is within or out of 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. Instruction analysis — reads work orders to identify which operational steps must be completed in sequence to achieve specified surface finish and dimensional outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Root cause hypothesis — forms testable explanations for surface chatter, thermal discoloration, or dimensional creep based on observed machine behavior and recent parameter changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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 wheel grit, bond type, and hardness options against material properties and finish requirements before selecting grinding tooling Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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 deviation analysis — systematically isolates variables such as wheel wear, coolant concentration, or fixture deflection to determine the dominant cause of recurring non-conformance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Evidence-based adjustment — uses measurement trends across a batch of workpieces to calculate compensatory infeed corrections rather than reacting to individual outliers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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. Multi-variable tradeoff evaluation — weighs competing constraints of cycle time, wheel cost, thermal damage risk, and surface integrity to recommend optimized grinding parameters for new part introductions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process capability assessment — interprets statistical measurement data to evaluate whether current machine and tooling configuration can reliably hold specified tolerances before committing to production Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
5Collaboration8 statements
Emerging
  1. Coworker coordination — shares workholding fixtures and measuring instruments with adjacent operators according to established priority and scheduling norms Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Team task acceptance — accepts assignments redistributed by a supervisor during peak production periods and integrates smoothly into multi-operator work cells Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Cross-function cooperation — provides timely first-article inspection data to quality technicians, supporting downstream approval workflows without creating bottlenecks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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 overlap teamwork — collaborates with outgoing operators during shift changeover to verify machine condition, outstanding work, and any active quality holds Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Engineering collaboration — works directly with process engineers during new part launches to validate setup sheets, confirm tooling selections, and surface unexpected fixture or clearance 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. Material flow partnership — coordinates with material handlers and schedulers to ensure workpiece staging, coolant replenishment, and wheel inventory align with production demand Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-departmental problem solving — participates in multi-discipline teams addressing chronic quality failures, contributing grinding process expertise alongside input from quality, engineering, and maintenance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Knowledge-sharing culture building — initiates structured peer learning sessions within the work cell where operators demonstrate setups, inspection techniques, and troubleshooting approaches to one another Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Safety compliance — consistently wears required PPE, verifies machine guards are in place, and follows lockout/tagout procedures before performing any maintenance or tooling change Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Honest reporting — accurately records inspection measurements and machine downtime without omitting or adjusting data to meet production counts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Scrap accountability — takes ownership of out-of-tolerance parts produced during own shift, accurately documents the nonconformance, and flags affected workpieces rather than allowing them to proceed downstream Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Work ethic consistency — maintains production pace and quality standards whether or not a supervisor is present on the floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical escalation — refuses to ship marginal workpieces under schedule pressure and escalates the quality decision to supervision with documented measurement 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.
  2. Professional reliability — completes assigned machine certifications, training requirements, and maintenance logs on schedule, maintaining records that reflect actual machine and workpiece condition Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — openly discusses a past setup error with less experienced operators as a teaching example, demonstrating that accountability is more valued than self-protection Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Professionalism under pressure — maintains composed, factual communication during urgent quality escapes or customer hold situations, focusing on solution actions rather than blame assignment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Fixture improvisation — devises a simple workholding solution using available clamps and parallels when standard fixturing does not adequately secure an unusually shaped workpiece Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Alternative tool trial — proposes testing a different abrasive wheel specification when the standard wheel produces unsatisfactory surface finish on a new material Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Process shortcut identification — recognizes that a combined rough and finish grinding pass sequence can replace two separate operations without sacrificing dimensional accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Inspection method adaptation — modifies a standard gauge setup to measure an access-restricted feature on 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.
Applying
  1. Setup optimization invention — engineers a custom dressing routine that extends wheel life on a high-volume part by varying dressing lead and depth, reducing per-part abrasive cost Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Workholding redesign — proposes and tests a modified fixture that reduces part loading time by 30 percent while maintaining positional accuracy within tolerance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Novel process development — collaborates with engineering to design a new multi-stage lapping and polishing sequence for a precision optical component that no existing procedure adequately addresses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Innovation documentation — captures creative process improvements in formal engineering change requests, enabling validated adoption across the facility and preservation of institutional knowledge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. New machine willingness — volunteers to learn an unfamiliar grinding or honing machine type when cross-training opportunities arise, despite initial discomfort with the controls Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback receptivity — accepts dimensional measurement corrections from a quality inspector without defensiveness and adjusts setup technique accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill stretch pursuit — requests assignment to more complex contour grinding or centerless operations to build capability beyond current comfort zone Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Setback recovery — when a trial wheel specification produces burn on a workpiece, analyzes the result, adjusts parameters, and re-runs the trial rather than reverting to the previous approach Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Certification pursuit — independently studies blueprint reading, GD&T fundamentals, or metrology concepts outside of scheduled training hours to close identified knowledge gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback integration — incorporates supervisor and quality audit feedback into daily setup practices within one production cycle, demonstrating observable behavior 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.
Exceeding
  1. Mastery orientation — pursues advanced knowledge of abrasive technology, thermal grinding mechanics, or superfinishing physics to elevate process understanding beyond immediate job requirements Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning culture promotion — actively encourages peers to attempt challenging setups and frames their mistakes as learning data rather than performance failures, reinforcing growth norms across the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Focused machine monitoring — maintains sustained attention on coolant flow, wheel condition, and auditory cues during a grinding cycle rather than disengaging between manual intervention 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.
  2. Pre-shift readiness check — conducts a deliberate review of work order specifications and machine condition before activating the first cycle of a shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Attentive hazard detection — notices subtle changes in machine sound, vibration, or workpiece surface temperature that indicate developing wheel loading or bearing issues before they 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. Emotional regulation during rework — responds to a scrap event with measured, methodical investigation rather than reactive frustration that could introduce further setup errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Intentional parameter adjustment — pauses before making infeed or speed corrections, verifying current machine state and reviewing measurement data rather than making reflexive changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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 concentration management — maintains reliable inspection frequency and machine monitoring quality across full eight-hour shifts through structured task rotation and deliberate attention resets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Anticipatory awareness — integrates environmental cues such as coolant smell, chip color, and surface sheen into a continuous mental model that predicts wheel condition and workpiece quality before formal measurement confirms it Pathsmith Durable SkillsPathsmith Durable Skills Framework — America 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 attention coaching — trains newer operators to develop mindful monitoring habits by walking them through sensory cue recognition, helping them build internalized process awareness rather than relying solely on instrument readings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical endurance — sustains productive performance through extended standing, repetitive loading cycles, and exposure to coolant mist and machine noise across a full shift Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Ambiguity tolerance — proceeds with a setup using best available interpretation of an unclear work order while flagging the discrepancy to supervision rather than stopping work entirely Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Persistent troubleshooting — continues systematic diagnosis of a surface finish defect through multiple hypothesis tests without abandoning the investigation prematurely Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Schedule pressure resilience — maintains dimensional inspection discipline and does not reduce gauge check frequency when production is running behind schedule Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Quality hold courage — halts a production run and enforces a quality hold despite pressure from scheduling staff when measurement data indicates workpieces are approaching tolerance limits Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. High-volume consistency — sustains accurate setup execution and workpiece inspection across long production runs of hundreds of identical parts without allowing routine familiarity to degrade vigilance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Crisis stabilization — assumes calm operational control during a machine malfunction or sudden quality escape, executing containment steps methodically while others are disoriented by urgency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term improvement persistence — champions a multi-month process improvement effort through repeated setbacks, rejected proposals, and resource constraints, maintaining focus on the end goal of measurable quality or efficiency gains 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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Source anchors that ground each statement

Related titles
Abrasive Worker · Air Grinder · Aluminum Polisher · Automatic Grinder Operator · Axle Bearing Polisher · Axle Polisher · Balance Screwhead Polisher · Band Reamer Machine Operator · Band Saw Filer · Barrel Centerer · Barrel Polisher · Bearing Grinder
RAPIDS apprenticeships
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O*NET skills
Operations MonitoringOperation and ControlQuality Control AnalysisReading ComprehensionMonitoringSpeakingCritical ThinkingTroubleshootingJudgment and Decision Making
Knowledge domains
Production and Processing
Abilities
Control PrecisionNear VisionManual DexterityProblem SensitivityReaction TimeArm-Hand SteadinessMultilimb CoordinationRate ControlPerceptual SpeedWritten Comprehension
Work styles
Attention to DetailDependabilityCautiousnessAchievement OrientationIntegrityStress Tolerance
Technology
Computer aided design CAD softwareInventory management softwareIndustrial control softwareSpreadsheet softwareOffice suite softwareOperating system softwareEnterprise resource planning ERP software
Tasks · seed anchors for statements
  1. Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.
  2. Measure workpieces and lay out work, using precision measuring devices.
  3. Observe machine operations to detect any problems, making necessary adjustments to correct problems.
  4. Move machine controls to index workpieces, and to adjust machines for pre-selected operational settings.
  5. Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.
  6. Select machine tooling to be used, using knowledge of machine and production requirements.
  7. Mount and position tools in machine chucks, spindles, or other tool holding devices, using hand tools.
  8. Activate machine start-up switches to grind, lap, hone, debar, shear, or cut workpieces, according to specifications.
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.