NSXNational Skills ExchangeSign in
Back to Framework

Cutters and Trimmers, Hand

SOC 51-9031.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers hand and power cutting, trimming, defect inspection, material layout, and product marking performed by hand cutters and trimmers across manufacturing environments including textiles, plastics, food, glass, stone, and metal, calibrated to Job Zone 2 vocational preparation and on-the-job learning.

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. Work orders and dimension sheets — read and interpret under direct supervisor guidance on a production floor.
  2. Defective items with spots, stains, chips, or unacceptable finishes — identify and flag for discard following established inspection protocols.
  3. Hand tools such as knives and scissors — select and use under close supervision to perform basic cuts on assigned materials.
  4. Cutting tables — unroll and lay out material with assistance, following designated positioning instructions.
  5. Templates and patterns — position on material under direction to locate basic cut points on a standard production run.
  6. Chalk and pencils — apply to mark cutting lines around templates following demonstrated procedures in a training environment.
  7. Loose thread ends and excess plastic — trim from finished products using scissors or snips under direct observation.
  8. Product labels including grades and sizes — apply or mark on finished items according to provided specifications.
  9. Scrap and waste material — separate and dispose of according to basic workplace housekeeping procedures.
  10. Safety rules for hand and power cutting tools — follow consistently during introductory on-the-job training.
Developing
Mid-level / Established
  1. Work orders specifying dimensions, cut locations, and quantities — read and execute with minimal supervisor input during routine production shifts.
  2. Material defects such as snags, scratches, and unacceptable shapes — assess and sort items independently using established quality criteria.
  3. Knives, scissors, and bench-mounted tools — operate proficiently to cut and shape textiles, food, or plastic parts to required dimensions.
  4. Rules, scales, and patterns — apply to measure and position materials accurately, maximizing yield on standard cutting assignments.
  5. Cutting lines and layout points — mark using squares, straightedges, and scribes with consistent accuracy across repeated production cycles.
  6. Portable power cutting tools — use with appropriate control and steadiness on familiar materials in a supervised production setting.
  7. Identification numbers, trademarks, and model numbers — mark on products reliably following brand and quality standards.
  8. Material rolls and flat stock — mount and align on cutting tables efficiently to maintain steady workflow output.
  9. Time constraints on production quotas — manage personal work pace to meet daily targets with consistent attendance and dependability.
  10. Spreadsheet and word processing software — use at a basic level to record cut counts and review digital work instructions.
Proficient
Senior / Expert IC
  1. Non-routine defect patterns including borderline finish flaws — evaluate autonomously and make disposition decisions that balance quality and yield on the production floor.
  2. Complex or multi-layered materials such as glass, stone, or laminated textiles — cut and shape to precise specifications using the full range of hand and power tools.
  3. Template placement and measurement strategies — optimize independently across varied material sizes to achieve maximum yield with minimal waste.
  4. Cutting sequences for mixed-product work orders — plan and execute without oversight, adjusting for material variability mid-run.
  5. Dimensional tolerances and finish requirements — verify against work orders and escalate or resolve discrepancies before downstream processing.
  6. Marking systems for grades, sizes, and trademarks — apply across diverse product lines, maintaining legibility and regulatory compliance.
  7. Production pace and tool condition — monitor continuously, performing minor tool maintenance or adjustments to sustain quality output.
  8. Digital work instructions via email and spreadsheet software — retrieve, interpret, and act on independently within a modern manufacturing environment.
  9. Ergonomic and safe cutting techniques for repetitive tasks — demonstrate consistently, reducing injury risk during extended production shifts.
  10. Incoming material quality and cutting table setup — inspect and configure end-to-end, ensuring all conditions meet standards before a production run begins.
Advanced
Lead / Principal / Executive
  1. Workplace cutting and trimming standards — establish and document to align team practices with plant-wide quality and efficiency goals.
  2. New hand cutters and trimmers — mentor through structured on-the-job instruction, demonstrating defect identification, tool use, and safe practices.
  3. Process inefficiencies in material layout and yield — analyze using production data and recommend corrective changes to supervisors or industrial engineers.
  4. Quality inspection criteria for defects and finishes — develop or refine in collaboration with quality assurance, reflecting current product specifications.
  5. Team workload and cutting assignments — coordinate across a shift to balance skill levels and meet production schedules under variable demand.
  6. Equipment selection and hand-tool procurement needs — assess and advise management on acquisitions that improve throughput or ergonomics.
  7. Cross-functional communication between production, quality, and planning teams — facilitate to resolve recurring cutting defects or dimension discrepancies.
  8. Spreadsheet-based production tracking systems — maintain and interpret at the department level to report yield, waste, and output metrics.
  9. Safety and compliance culture within the cutting and trimming area — model and reinforce, conducting peer checks and contributing to incident reviews.
  10. Continuous improvement initiatives for material handling and trimming workflows — lead at the department level, driving measurable reductions in rework and scrap.

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 work order parsing — uses an AI text tool to read and restate cutting dimensions and quantities from work orders, confirming understanding before handling materials Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Defect identification support — consults an AI vision or checklist tool to cross-reference defect criteria (spots, stains, scratches, unacceptable shapes) against quality standards, then applies final judgment at the workstation 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. Template positioning guidance — queries an AI assistant to calculate optimal cut placement on a material sheet for maximum yield, then verifies the output against physical measurements before marking Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Cut-sequence planning — directs an AI scheduling tool to sequence multiple cutting tasks by material type and deadline, then monitors progress against the generated plan and adjusts manually when material conditions change WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Production monitoring delegation — uses an AI-assisted monitoring dashboard to flag output rate deviations or defect frequency trends across a shift, while retaining responsibility for physical correction decisions WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Waste reduction analysis — feeds cut yield data into an AI tool to identify patterns of excess trim or material loss, then applies findings to reposition templates and improve efficiency on subsequent runs.
Advanced
  1. Quality standard codification — leads the translation of tacit defect-rejection criteria into structured AI-readable inspection checklists, validating that AI-assisted flagging aligns with experienced human judgment before deployment on the line 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. Cross-material cutting optimization — orchestrates an AI layout tool across multiple material types (textiles, plastics, composites) simultaneously, adjudicating conflicts between AI-recommended cut paths and real-world grain, texture, or structural constraints Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Active Listening
Score: 42.2 / 100
Quadrant: Q2_ai_augmented
precision: exact
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

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

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

1Communication8 statements
Emerging
  1. Work order interpretation — reads basic cut sheets and dimension specifications to identify material quantities and cut locations 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 reporting — verbally communicates observed material flaws such as spots, stains, or scratches to a supervisor using basic descriptive terms 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. Specification clarification — asks targeted questions to resolve ambiguities in work orders regarding dimensions, quantities, or cutting locations before beginning 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. Team communication — relays shift-end status of cut volumes, material waste, and defect counts to incoming crew members using standard handoff language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cross-functional reporting — documents and communicates defect patterns, yield losses, and material irregularities to quality and production leads using established reporting formats 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 delivery — explains cutting sequences, template positioning methods, and tool handling procedures to new hand cutters with clarity and task-appropriate detail 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 documentation — authors clear written standard operating procedures for cutting workflows, defect classification criteria, and yield optimization techniques used across the production floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-department liaison — translates production floor cutting constraints and material yield data into actionable feedback for design, procurement, and quality assurance teams Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Task ownership — completes assigned cutting and trimming tasks without requiring repeated direction, demonstrating basic personal accountability for output quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer assistance — volunteers to help co-workers locate cutting templates or position materials correctly when production pace permits Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Workflow initiative — identifies bottlenecks in material preparation or table layout and reorganizes personal workstation to maintain production pace without supervisor prompting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Informal mentoring — demonstrates correct scissor grip, blade angle, and template alignment techniques to newly onboarded cutters during shared production shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Production accountability — takes responsibility for the accuracy of cut dimensions and trim quality within an assigned workstation, flagging deviations before they reach downstream processes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Team pacing — monitors the collective output rate of a small cutting crew and redistributes workloads or adjusts sequencing to meet shift production targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Operational leadership — leads a cutting or trimming workstation team, setting daily output expectations, resolving tool and material issues, and coaching performance improvement in real time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous improvement championing — spearheads adoption of revised cutting templates or tooling changes by building crew confidence, demonstrating techniques, and monitoring compliance with new 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.
3Metacognition8 statements
Emerging
  1. Error recognition — identifies personal cutting errors such as off-mark lines or incorrect dimensions after completing a piece and adjusts technique before the next cut Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Skill gap awareness — recognizes which hand tools or bench-mounted equipment require additional practice and seeks out supervised repetition opportunities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Technique self-monitoring — evaluates own cut edge quality and template alignment accuracy mid-task and self-corrects positioning or blade pressure before producing defective units 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 between practicing on scrap material versus observing experienced cutters based on the complexity of the new cutting pattern or material type Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Performance self-assessment — reviews personal defect rates, yield percentages, and throughput numbers against shift targets to identify specific technique or pacing adjustments needed 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. Adaptive planning — adjusts personal cutting sequence and template layout strategy when encountering unfamiliar materials or irregular stock shapes to minimize waste and maximize yield 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 expertise — systematically analyzes patterns in own and team cutting errors to distinguish technique issues from tooling problems or specification ambiguities and develops targeted remediation approaches Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cognitive modeling — articulates the internal decision-making process used when maximizing material yield across irregular grain, pattern, or texture variations so that less experienced cutters can replicate the reasoning 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. Work order analysis — reads cut dimension specifications and identifies the key measurements, material types, and quantities needed before touching tools or materials 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 identification — distinguishes between acceptable surface variation and reportable defects such as chips, scratches, or unacceptable shapes using provided 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.
Developing
  1. Yield evaluation — assesses multiple template placement options on a material sheet and selects the arrangement that minimizes waste while meeting all cut dimension 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. Root cause questioning — when recurring defects appear, examines whether the source is blade dullness, template misalignment, material inconsistency, or measurement error before adjusting technique 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. Decision-making under ambiguity — determines whether borderline-defective material meets salvage criteria or must be discarded by applying quality standards and weighing production cost implications 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 logic evaluation — compares alternative cutting sequences for a complex order to identify which approach produces the required shapes with the fewest cuts and least material loss 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. Quality standard critique — evaluates existing defect classification criteria for gaps or inconsistencies and proposes evidence-based revisions that reduce subjective interpretation on the production floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Systemic analysis — investigates recurring yield losses across multiple shifts by cross-referencing work orders, material lot numbers, and cutting records to isolate upstream supply or specification causes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Workstation coordination — shares cutting tables, bench tools, and templates with co-workers during simultaneous production runs without disrupting others' workflows Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Information sharing — passes along relevant work order details, material location changes, or tool availability updates to adjacent cutters during production shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Handoff cooperation — prepares and transfers partially completed cut work to the next station with clearly marked dimensions, grades, and identification numbers so downstream workers can continue without delay 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. Collective problem-solving — contributes observations about material defect patterns or template fit issues during team huddles, building toward shared solutions with peers and 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.
Applying
  1. Production team integration — synchronizes personal cutting pace and material staging with upstream material handlers and downstream assemblers or finishers to maintain smooth line 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.
  2. Conflict navigation — addresses disagreements about cut priorities, tool allocation, or defect calls directly with co-workers using factual evidence and shared production goals as reference points Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-functional collaboration — partners with quality inspectors, materials planners, and line supervisors to redesign cutting workflows that reduce bottlenecks, lower defect rates, and improve on-time output Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Team capability building — structures paired cutting assignments that match experienced and developing cutters, accelerating skill transfer while sustaining production targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Tool stewardship — cleans, stores, and reports damage to knives, scissors, and hand tools at the end of each shift, maintaining equipment readiness for the next operator Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Honest defect reporting — marks or sets aside items with defects rather than passing them through, even when production pressure is high 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 errors — acknowledges personal cutting mistakes, reports the affected units accurately, and takes corrective action without prompting from supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety compliance — consistently follows blade handling, protective equipment, and workstation organization protocols, including when unsupervised Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Professional consistency — maintains the same standard of cut accuracy, defect scrutiny, and material handling at the end of a long shift as at the beginning, regardless of pace 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. Ethical output reporting — records actual cut quantities, defect counts, and material yields accurately on production logs, never inflating numbers to meet quotas Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Integrity modeling — visibly upholds quality and safety standards in ways that set behavioral expectations for the entire cutting team, including challenging shortcuts that compromise product integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Organizational stewardship — proactively identifies and reports unsafe tool conditions, material storage hazards, or specification discrepancies before they cause injury, waste, or downstream quality failures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Layout experimentation — tries alternative template orientations on scrap material to discover whether a different arrangement reduces waste before committing to a standard layout Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Tool adaptation — applies a familiar cutting tool in a slightly modified grip or angle to handle an unusual material texture or thickness more effectively Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Pattern nesting innovation — devises unconventional template nesting arrangements for irregular material shapes that exceed the yield of standard layouts while meeting all dimensional 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.
  2. Improvised marking solutions — develops practical workarounds for marking cutting lines on difficult surfaces when standard chalk or pencil methods leave unclear guides 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 redesign — reconfigures the sequence of cut steps for a complex multi-piece order to reduce material handling time and eliminate redundant positioning 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. Defect salvage thinking — identifies creative secondary uses or partial cuts for off-specification material that would otherwise be scrapped, recovering value within quality 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.
Exceeding
  1. Method invention — develops novel template design or cutting jig solutions for new material types or product specifications that become adopted as standard practice on the production floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Yield optimization innovation — designs systematic layout and cutting approaches for high-waste materials that measurably reduce scrap rates across multiple product lines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts correction from supervisors on blade technique, template alignment, or defect identification without defensiveness and applies the feedback on the next piece Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Challenge acceptance — attempts unfamiliar material types or cutting tools rather than defaulting to requests for reassignment to familiar tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill stretch — voluntarily practices cutting techniques on more complex shapes or harder materials during slower production periods to expand personal capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Setback recovery — when a cut batch is rejected for dimensional errors, analyzes the specific measurements that failed, adjusts the approach, and recuts without requiring supervisor intervention 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. Deliberate improvement — sets personal targets for reducing defect rates or improving material yield each week and tracks progress against those targets using production 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. Cross-training pursuit — seeks opportunities to learn adjacent production tasks such as material grading, template making, or machine cutting to broaden overall production contribution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Learning culture cultivation — normalizes mistake analysis and skill development among the cutting team by sharing own improvement experiences and facilitating brief post-shift reflection on quality outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous mastery pursuit — independently studies new cutting materials, tooling advances, or industry quality standards and integrates relevant findings into personal and team practice Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Attention management — maintains focused attention on blade position and cut line during repetitive trimming sequences, reducing lapses that cause off-mark cuts or hand injuries Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Emotional regulation — manages frustration when material is inconsistent or work orders are unclear without disrupting workstation pace or interpersonal tone Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Sensory attunement — detects subtle changes in material resistance, texture, or blade performance during cutting that signal tool dullness or material defects before they produce rejects 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. Intentional pacing — consciously moderates cutting speed when handling brittle, delicate, or high-value materials to prevent damage, resisting production pressure to rush Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Sustained precision — maintains consistent focus and hand steadiness throughout extended cutting shifts on intricate patterns or tight-tolerance dimensions without quality degradation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Stress-aware performance — recognizes personal signs of fatigue or tension that degrade cut accuracy and applies brief reset strategies to restore steady-hand performance before continuing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mindful team environment — models calm, deliberate work habits that reduce rushed decision-making and preventable defects across the cutting workstation, particularly during peak production pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Hazard awareness integration — maintains continuous situational awareness of blade positions, co-worker movements, and workstation conditions to prevent injury in a high-tool-density production environment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical persistence — sustains cutting and trimming tasks through physically demanding repetitive motions across a full shift without abandoning quality standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Ambiguity tolerance — continues working productively when work order specifications are partially unclear, making reasonable interpretations and flagging questions without stalling output Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Error recovery resilience — recovers composure and restores accurate technique quickly after producing a batch of defective cuts, without allowing the setback to degrade subsequent output Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Pace endurance — maintains consistent cut quality and dimensional accuracy during high-volume production runs that extend across multiple hours of intensive hand tool use Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Sustained performance under pressure — meets tight production deadlines on complex multi-material cutting orders without sacrificing defect detection standards or marking accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Change resilience — adapts to mid-shift changes in work orders, material substitutions, or tooling availability without significant loss of pace or 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.
Exceeding
  1. Team resilience anchoring — steadies the cutting crew during production crises such as material shortages, equipment failures, or quality holds by maintaining a composed problem-solving posture and keeping output moving Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term perseverance — sustains high performance standards across extended periods of monotonous or physically taxing cutting assignments, serving as a benchmark of professional endurance for less experienced team members 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.
Show O*NET source anchors35 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

Suggest an O*NET correction

Source anchors that ground each statement

Related titles
Aluminum Sheet Cutter · Basting Puller · Belt Splicer · Bright Cutter · Bucker · Buttoner · Buttonhole Maker · Buttonhole Marker · Candle Cutter · Cane Cutter · Carpet Cutter · Chalk Cutter
RAPIDS apprenticeships
—
O*NET skills
Active ListeningSpeakingTime ManagementReading ComprehensionMonitoringSocial PerceptivenessJudgment and Decision MakingCritical Thinking
Knowledge domains
Production and Processing
Abilities
Manual DexterityNear VisionInformation OrderingArm-Hand SteadinessControl PrecisionStatic StrengthSpeech RecognitionOral ComprehensionCategory Flexibility
Work styles
Attention to DetailDependabilityCautiousnessPerseveranceIntegrityAchievement Orientation
Technology
Spreadsheet softwareElectronic mail softwareWord processing software
Tasks · seed anchors for statements
  1. Mark or discard items with defects such as spots, stains, scars, snags, chips, scratches, or unacceptable shapes or finishes.
  2. Trim excess material or cut threads off finished products, such as cutting loose ends of plastic off a manufactured toy for a smoother finish.
  3. Cut, shape, and trim materials, such as textiles, food, glass, stone, and metal, using knives, scissors, and other hand tools, portable power tools, or bench-mounted tools.
  4. Position templates or measure materials to locate specified points of cuts or to obtain maximum yields, using rules, scales, or patterns.
  5. Read work orders to determine dimensions, cutting locations, and quantities to cut.
  6. Mark cutting lines around patterns or templates, or follow layout points, using squares, rules, and straightedges, and chalk, pencils, or scribes.
  7. Mark identification numbers, trademarks, grades, marketing data, sizes, or model numbers on products.
  8. Unroll, lay out, attach, or mount materials or items on cutting tables or machines.
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.