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Grinding and Polishing Workers, Hand

SOC 51-9022.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers hand grinding, sanding, deburring, polishing, and surface inspection work performed in manufacturing and production environments ranging from supervised entry-level tasks to departmental leadership of finishing operations.

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. Hand grinding and polishing tools — identify and handle under direct supervisor guidance on a production shop floor.
  2. Surface defects such as cracks, knotholes, and splits — recognize and mark for repair when pointed out by a lead worker in a manufacturing setting.
  3. Workpieces — load and position onto work tables using hand tools under step-by-step instruction in a light production environment.
  4. Equipment controls — adjust, start, and stop grinding or polishing machinery following a demonstrated procedure on a supervised production line.
  5. Finished workpieces — inspect visually against a sample or template under close supervision to identify obvious surface irregularities.
  6. Basic measurements — take and record on workpieces using calipers or rulers to support grinding and polishing standards under direction.
  7. Chisels and scrapers — use to trim or deburr workpieces under close oversight in a hand-finishing station.
  8. Simple blueprints and layout diagrams — review with supervisor guidance to determine basic workpiece positioning before grinding begins.
  9. Personal protective equipment and safety protocols — apply consistently during all grinding and sanding operations on the shop floor.
  10. Completed work records — enter basic production data into word processing or spreadsheet software under supervisor instruction.
Developing
Mid-level / Established
  1. Hand tools and power grinders — operate routinely with reduced oversight to sand, clean, and polish parts to specification in a mid-volume production environment.
  2. Workpiece dimensions — measure, compare to engineering tolerances, and mark independently to ensure grinding and polishing standards are consistently met.
  3. Surface defects — assess, categorize, and mark for appropriate repair methods without requiring step-by-step direction on a standard production run.
  4. Grinding and polishing equipment — monitor during operation to detect irregular sounds, vibrations, or output quality issues and make basic adjustments.
  5. Workpieces — load, align, and secure onto equipment or work tables with proper tool selection across a variety of part sizes and shapes.
  6. Templates and blueprints — read independently to determine workpiece layout and saw-out dimensions before beginning finishing operations.
  7. Deburring and scraping tasks — perform on metal, wood, or composite parts using appropriate hand tools with consistent quality output.
  8. Routine equipment maintenance — perform including cleaning, lubricating, and replacing worn abrasive attachments to keep tools in working condition.
  9. Finished parts — test in working machinery or compare against templates to verify quality before releasing to the next production stage.
  10. Production quality data — record and update in spreadsheet software to support batch tracking and quality control reporting.
Proficient
Senior / Expert IC
  1. Complex or non-standard workpieces — grind, sand, and polish autonomously to close tolerances using the appropriate combination of hand and power tools in a high-mix production environment.
  2. Multi-step finishing sequences — plan and execute independently, adjusting methods when materials, defect types, or surface requirements fall outside routine parameters.
  3. Dimensional inspection and template comparison — conduct with precision across full production lots, identifying systematic deviations and recommending corrective action.
  4. Equipment malfunctions — diagnose and repair during grinding and polishing operations, minimizing downtime on the production floor.
  5. Blueprint and layout specifications — interpret for complex part geometries, determining optimal workpiece positioning and tool selection without supervisory input.
  6. Quality control analysis — apply across a variety of part types to differentiate acceptable surface variation from rejectable defects, documenting findings accurately.
  7. Hand deburring and trimming operations — execute on precision components requiring fine motor control and near-vision acuity within tight finish specifications.
  8. Grinding and polishing process parameters — evaluate and adjust controls to optimize surface quality and cycle time across different material types.
  9. Workpiece staging and workflow — organize independently to maintain production throughput while sustaining quality standards across a full shift.
  10. Finishing-related quality incidents — investigate root causes, document findings, and propose process improvements using production data and direct observation.
Advanced
Lead / Principal / Executive
  1. Grinding and polishing workforce — mentor and develop entry and mid-level workers by demonstrating techniques, setting performance expectations, and coaching on quality standards across the department.
  2. Finishing process standards — establish and document for a full production area, translating blueprint and engineering requirements into repeatable shop-floor procedures.
  3. Quality control systems — design and oversee for hand grinding and polishing operations, ensuring inspection criteria, measurement protocols, and reject thresholds align with customer specifications.
  4. Equipment maintenance and repair programs — lead for all hand and power finishing tools in the facility, scheduling preventive maintenance to maximize uptime and tool longevity.
  5. Production workflow and station layout — configure and optimize to improve throughput, ergonomics, and safety across hand-finishing operations at the facility level.
  6. Cross-functional quality issues — resolve by coordinating with engineering, production planning, and inspection teams when surface finish defects affect downstream assembly or customer acceptance.
  7. Training materials and standard operating procedures — author using word processing and spreadsheet tools so that new hires can onboard consistently to department quality and safety standards.
  8. Continuous improvement initiatives — lead for deburring, polishing, and surface preparation processes, identifying waste, piloting new abrasives or tooling, and tracking measurable outcomes.
  9. Safety and compliance standards — champion across the grinding and polishing department, conducting audits and correcting unsafe practices before incidents occur.
  10. Finishing operation performance metrics — monitor at the departmental level, analyzing production and quality data to set improvement targets and report results to plant leadership.

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 documentation — photographs and logs surface flaws using a tablet-based AI inspection app to generate preliminary defect reports, while a supervisor confirms findings before any rework begins.
Developing
  1. AI-assisted dimensional comparison — feeds digital caliper readings into an AI quality-control tool to flag out-of-tolerance workpieces, then cross-checks flagged parts against physical templates before accepting the assessment Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Quality-control workflow direction — runs finished parts through an AI-powered visual inspection system to detect cracks, burrs, and surface irregularities, interprets the confidence scores, and overrides false positives based on hands-on tactile judgment 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 classification and routing — uses AI-generated defect-category outputs to prioritize rework queues, assigning parts to the correct grinding, scraping, or polishing step faster than manual sorting alone WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Process-parameter optimization — synthesizes AI-analyzed surface-finish trend data across multiple production runs to adjust grit sequences, tool pressure settings, and polishing schedules, retaining final authority over technique selection based on material-specific expertise Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Predictive maintenance integration — monitors AI-generated equipment-wear alerts for hand tools and power grinders, schedules preventive maintenance before defect rates rise, and validates alert thresholds against observed tool performance to reduce false alarms WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Quality Control Analysis
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. Surface defect identification — labels cracks, knotholes, and splits on workpieces using standard shop terminology during initial inspection tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Blueprint reading — interprets basic layout drawings to identify grinding and polishing specifications under supervisor guidance O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Quality deviation reporting — communicates surface defect findings to supervisors using accurate production vocabulary and measurement 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. Work order comprehension — reads and follows written instructions for grinding sequences, tolerances, and finishing standards with minimal clarification needed O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Dimension reporting — conveys precise measurement results and inspection outcomes to quality control teams using standardized documentation and shop floor 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. Peer instruction — explains correct hand tool technique and grinding sequences to co-workers during shift transitions or cross-training situations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Process discrepancy escalation — authors clear written reports documenting recurring surface defects, tool wear patterns, and production bottlenecks for supervisory review Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-functional communication — translates finishing quality requirements between engineering blueprints and production floor personnel, bridging technical and operational 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.
2Leadership8 statements
Emerging
  1. Task ownership — takes personal responsibility for completing assigned grinding and deburring tasks to specification without requiring repeated prompting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety initiative — proactively replaces worn abrasive tooling or flags hazardous workpiece conditions before being directed to do so Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Workflow prioritization — organizes own grinding and polishing sequence across multiple workpieces to meet production deadlines independently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Peer support — assists newer workers in loading and adjusting workpieces onto equipment correctly, sharing effective techniques learned on the job Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Quality standard enforcement — takes responsibility for batch inspection outcomes, flagging non-conforming parts and initiating rework decisions within established production guidelines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Process improvement advocacy — identifies recurring surface preparation inefficiencies and presents practical corrective suggestions to shift leads Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team mentorship — guides less experienced grinding workers through blueprint interpretation, template comparison, and dimensional verification workflows, developing bench-level competence across the 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. Production accountability — accepts ownership of finishing quality outcomes for an entire production run, coordinating workpiece flow and tool readiness across multiple stations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
3Metacognition8 statements
Emerging
  1. Skill gap recognition — identifies personal limitations in reading calipers or micrometers and seeks clarification before measuring critical dimensions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Error awareness — notices when a grinding pass produces an unintended surface finish and pauses to reconsider technique before continuing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Technique self-assessment — evaluates own polishing and sanding results against templates and adjusts approach when outcomes fall short of dimensional 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. Learning strategy selection — chooses to practice unfamiliar deburring methods on scrap material before applying them to production workpieces Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process reflection — reviews completed inspection results to identify patterns in personal error tendencies and adjusts grinding sequences to reduce recurring 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. Tool selection reasoning — consciously evaluates which abrasive grit, hand tool, or power tool best matches the material and surface requirement before beginning a task 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 planning — systematically tracks personal finishing accuracy over time, sets measurable skill targets, and modifies practice routines based on inspection 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. Knowledge transfer reflection — evaluates the effectiveness of own mentoring methods with new grinders, adjusting explanations and demonstrations based on trainee comprehension signals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Defect differentiation — distinguishes between surface conditions requiring grinding versus those requiring scraping or deburring based on visible characteristics 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. Template comparison — identifies discrepancies between workpiece dimensions and reference templates during initial quality checks O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Root cause identification — determines whether a surface defect originates from material flaws, improper tool pressure, or incorrect grit selection before selecting a corrective action 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. Blueprint analysis — interprets layout drawings to reason through the correct sequence of grinding, sanding, and polishing operations for a given workpiece O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Quality judgment — evaluates finished workpieces against multiple criteria simultaneously — dimensional tolerance, surface texture, and visual appearance — to render accurate pass/fail determinations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Equipment behavior analysis — monitors tool and machine performance during operation, identifies abnormal sounds or vibrations, and reasons through whether to adjust settings or halt 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.
Exceeding
  1. Process optimization reasoning — analyzes production reject data to identify systemic causes in grinding sequences or tooling choices and proposes evidence-based corrective 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. Multi-variable defect evaluation — assesses complex workpieces with overlapping defect types, determines repair feasibility versus scrap, and justifies decisions using dimensional data and finishing 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.
5Collaboration8 statements
Emerging
  1. Station handoff participation — communicates workpiece status to the next operator in the production sequence, noting any unresolved surface 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. Tool sharing coordination — coordinates use of shared hand tools and abrasive supplies with adjacent workers to maintain uninterrupted workflow Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Cross-station cooperation — works with upstream operators to reduce incoming surface defects before grinding, reducing rework burden across the production line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Inspection collaboration — partners with quality control personnel to reconcile measurement discrepancies and agree on acceptance or rework decisions 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. Shared quality ownership — contributes to team-wide finishing standards by consistently meeting dimensional tolerances and flagging batch-level problems that affect 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. Maintenance coordination — collaborates with maintenance personnel to schedule equipment adjustments or repairs with minimal disruption to grinding 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. Cross-functional process alignment — works alongside engineers, quality supervisors, and material handlers to refine surface preparation workflows and establish shared finishing benchmarks 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 contributes to training plans for new grinders, coordinating with supervisors to structure hands-on practice sequences that build team-wide finishing competence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Safety compliance — consistently wears required personal protective equipment and follows established grinding and polishing safety protocols without exception Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Honest defect reporting — accurately marks and reports all identified cracks, splits, and knotholes rather than concealing imperfections that would affect product 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.
Developing
  1. Workpiece accountability — takes responsibility for the quality of personally finished parts and does not pass non-conforming workpieces to the next production stage Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Material stewardship — uses abrasives, polishing compounds, and hand tools responsibly, minimizing waste and returning shared equipment to proper storage after use Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Production integrity — maintains accurate and honest inspection records even when production pressure creates incentive to overlook minor surface 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. Professional reliability — meets production schedules consistently, alerts supervisors early when workpiece complexity or defect severity will delay completion Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical quality leadership — models uncompromising commitment to finishing standards for the team, refusing to approve workpieces that fail dimensional or surface requirements regardless of schedule 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.
  2. Accountability modeling — openly acknowledges personal errors in grinding or inspection decisions, analyzes causes, and implements corrective actions in a way that builds team trust Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Improvised fixturing — devises simple positioning methods using available materials to stabilize irregularly shaped workpieces for hand grinding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Alternative tool application — experiments with different abrasive grits or chisel angles to address an unusual surface defect not covered by standard procedure 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. Finishing sequence adaptation — modifies the standard grinding and polishing order when workpiece geometry or material hardness requires a non-routine approach 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. Template workaround development — creates auxiliary layout marks to guide grinding on workpieces where standard templates do not align correctly 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 efficiency innovation — devises improved hand-tool stroke patterns or workpiece rotation techniques that reduce cycle time while maintaining surface quality standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Defect repair ingenuity — applies unconventional combinations of scraping, sanding, and polishing steps to salvage workpieces that would otherwise be scrapped 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. Tooling adaptation design — conceives and tests modifications to grinding jigs or polishing fixtures that improve surface consistency across high-volume 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.
  2. Best-practice innovation — develops novel finishing sequences for new materials or product designs, documents results, and presents methods for adoption as updated shop-floor standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts correction on grinding pressure, tool angle, or inspection method from supervisors and immediately applies the guidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Skill curiosity — asks questions about unfamiliar workpiece materials or finishing specifications rather than guessing and risking defects Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Challenge engagement — volunteers for grinding tasks involving difficult geometries or tight tolerances that stretch current skill level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Error learning — analyzes rejected workpieces to understand what went wrong in the finishing process and adjusts technique on subsequent parts 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 development — seeks out opportunities to learn new abrasive techniques, deburring methods, or precision measurement tools beyond current job 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. Setback persistence — maintains consistent output quality and effort level after producing a batch of rejected parts, treating the experience as a diagnostic opportunity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery pursuit — proactively studies advanced blueprint reading, material science basics, and precision measurement methods to expand technical depth beyond entry-level grinding tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Learning culture promotion — encourages teammates to view inspection failures as learning data, normalizing post-rejection analysis conversations across the work group Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Attention to tactile feedback — monitors hand pressure and tool resistance during grinding to detect surface changes that signal approach to dimensional tolerance limits 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-task focus — reviews workpiece specifications and inspects tooling condition before beginning a grinding or polishing operation to reduce preventable errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Production pace regulation — recognizes when fatigue or time pressure is degrading grinding accuracy and adjusts work rhythm to sustain quality 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. Distraction management — maintains concentration on precise hand tool control in high-noise shop environments to prevent surface damage on close-tolerance workpieces Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Sensory monitoring discipline — consistently attends to visual, tactile, and auditory cues from equipment and workpieces during operation to detect process deviations before defects occur Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Emotional regulation under pressure — maintains calm and methodical finishing technique during high-volume production periods or when working with expensive or irreplaceable workpieces Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Intentional quality attention — models a deliberate, unhurried inspection and finishing discipline that consistently catches subtle surface defects that automated checks miss 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 awareness cultivation — coaches co-workers to slow down and attend to tactile and auditory cues from tools and workpieces, reducing defect rates across the station group Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical endurance — sustains productive grinding and polishing effort through full shifts that involve repetitive hand motions and prolonged standing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Tolerance for repetition — maintains consistent finishing quality across high-volume batches of identical workpieces without allowing attention to decline 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. Rework persistence — returns to a defective workpiece with renewed focus after an initial grinding pass fails to meet surface or dimensional 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. Ambiguity tolerance — proceeds effectively with incomplete blueprint information by applying known finishing principles and flagging uncertainties for supervisor resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Sustained precision under pressure — maintains dimensional accuracy and surface quality during deadline-driven production surges without sacrificing inspection rigor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Equipment adversity response — adapts quickly when grinding equipment malfunctions mid-operation, switching to hand tools to prevent production stoppage while repairs are arranged 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. Long-term mastery resilience — continues developing precision grinding skills through extended periods of repetitive work, setbacks, and changing product requirements without losing professional commitment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Crisis steadiness — leads the work group through unexpected material defects, tooling failures, or production line disruptions with composure, decisiveness, and sustained quality focus 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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Related titles
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RAPIDS apprenticeships
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O*NET skills
Quality Control AnalysisOperations MonitoringOperation and ControlEquipment MaintenanceRepairing
Knowledge domains
Production and ProcessingMechanicalEnglish Language
Abilities
Arm-Hand SteadinessNear VisionFinger DexterityControl PrecisionManual DexterityMultilimb CoordinationSelective AttentionOral ComprehensionProblem SensitivityInformation Ordering
Work styles
Attention to DetailDependabilityCautiousnessPerseveranceAchievement OrientationIntegrity
Technology
Spreadsheet softwareWord processing software
Tasks · seed anchors for statements
  1. Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
  2. Grind, sand, clean, or polish objects or parts to correct defects or to prepare surfaces for further finishing, using hand tools and power tools.
  3. Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.
  4. Trim, scrape, or deburr objects or parts, using chisels, scrapers, and other hand tools and equipment.
  5. Mark defects, such as knotholes, cracks, and splits, for repair.
  6. Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
  7. Move controls to adjust, start, or stop equipment during grinding and polishing processes.
  8. Load and adjust workpieces onto equipment or work tables, using hand tools.
CIP education codes
52.020547.060747.060847.060947.061548.0503

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.