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Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

SOC 51-4035.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers setup, operation, monitoring, and quality verification of milling and planing machines in metal and plastics production environments, from entry-level supervised tasks through department-level leadership and process ownership.

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 calipers and micrometers — identify and use under direct supervision to verify that removed workpieces meet dimensional specifications on the shop floor.
  2. Workpiece alignment on milling machines — check using rules and gauges following step-by-step guidance from a lead operator.
  3. Machine controls for cutting specifications — locate and adjust under close supervision to position cutting tools and workpieces as directed.
  4. Milling and planing machine operation — observe and report deviations from expected behavior to a supervising technician during production runs.
  5. Cutting tools and standard accessories — select and install using hand tools according to written specifications under direct instructor or supervisor oversight.
  6. Workpieces on machine fixtures — position and secure using basic holding devices and hand tools with assistance from an experienced operator.
  7. Worn or dull cutting tools — recognize and flag for replacement or sharpening, using a bench grinder under supervised conditions on the production floor.
  8. Blueprints and work orders — read and interpret basic workpiece specifications with guidance to identify required tools, materials, and operation sequences.
  9. Safety protocols for milling and planing operations — follow consistently, including proper use of personal protective equipment in a metal or plastics production environment.
  10. Industrial control software interfaces — navigate basic screens and input parameters under close supervision to support machine setup tasks.
Developing
Mid-level / Established
  1. Removed workpieces — inspect independently using micrometers, gauges, and calipers to confirm conformance with dimensional tolerances during routine production runs.
  2. Workpiece alignment — verify using precision measuring instruments with minimal oversight, making straightforward corrections to positioning before machining begins.
  3. Cutting speed, feed rate, and depth-of-cut controls — set and adjust routinely based on job specifications to prepare milling or planing machines for standard operations.
  4. Machine performance during milling or planing cycles — monitor and make control adjustments to maintain specified tolerances across familiar material types.
  5. Cutting tools and tooling accessories — select, install, and torque to specification using hand tools or power tools in accordance with job documentation without close supervision.
  6. Workpieces of moderate complexity — position, align, and secure using holding devices, measuring instruments, and hoists following established setup procedures.
  7. Dull or worn cutting tools — replace and sharpen using bench grinders efficiently to minimize production downtime during a standard shift.
  8. Blueprints, sketches, and work orders for familiar part types — study and translate into tooling instructions and sequenced operation plans with limited supervisor input.
  9. CAD or CAM software — access and review part drawings or toolpath files to confirm setup parameters align with production requirements.
  10. Production quality data — record and track using spreadsheet software to support ongoing conformance monitoring within a manufacturing cell.
Proficient
Senior / Expert IC
  1. Complex or tight-tolerance workpieces — inspect autonomously using the full range of measuring instruments, diagnosing out-of-spec conditions and determining corrective actions without supervision.
  2. Workpiece alignment for non-routine geometries — verify and correct using advanced measurement techniques, resolving setup challenges on unfamiliar part configurations.
  3. Machine cutting parameters for varied materials and non-standard operations — calculate and set independently, optimizing feeds, speeds, and tool engagement to meet quality and throughput targets.
  4. Unexpected machine behavior or surface-finish deviations — diagnose using critical thinking and operations monitoring skills, adjusting controls to restore conformance mid-production.
  5. Specialized cutting tools and custom tooling assemblies — evaluate, select, and install for complex jobs, applying knowledge of mechanical principles and manufacturer specifications.
  6. Workpieces with complex fixturing requirements — plan and execute secure setups using precision holding devices, measurement instruments, and lifting equipment across the full range of production scenarios.
  7. Tool wear patterns and grinder settings — analyze and manage proactively, adjusting sharpening procedures to extend tool life and maintain part quality across a full production schedule.
  8. Multi-step blueprints, engineering layouts, and detailed work orders — interpret independently to derive complete tooling strategies and optimal operation sequences for complex assemblies.
  9. Industrial control and CAM software — configure and troubleshoot to support accurate machine setup and verify that programmed toolpaths match engineering intent.
  10. Recurring quality or process problems — identify root causes through systematic analysis and implement sustainable process improvements within the machining cell.
Advanced
Lead / Principal / Executive
  1. Measurement and inspection standards for the work cell — establish and communicate, defining acceptable tolerances and instrument-use protocols that govern all operators' practice.
  2. Machine setup and alignment procedures — develop and standardize across multiple milling and planing machines, ensuring consistent quality output throughout the production department.
  3. Cutting parameter guidelines and feeds-and-speeds reference materials — author and maintain for the full range of materials and operations processed in the facility.
  4. Production monitoring systems and quality dashboards — design and implement to give supervisors and operators real-time visibility into conformance trends across the machining floor.
  5. Tooling procurement and inventory strategies — lead, evaluating supplier options and establishing par-level systems that reduce downtime and tooling costs facility-wide.
  6. Onboarding and skills-development programs for new milling and planing operators — design and deliver, incorporating hands-on workpiece setup, blueprint reading, and measurement competencies.
  7. Tool maintenance and sharpening programs — oversee and optimize, setting bench-grinder procedures and replacement schedules that extend consumable life across all production shifts.
  8. Cross-functional improvement projects involving engineering, quality, and production teams — lead, translating complex blueprint and process requirements into actionable machining solutions.
  9. CAD/CAM and enterprise production software ecosystems — champion adoption and integration, guiding teams in leveraging technology to improve setup accuracy and reduce cycle times.
  10. Departmental safety culture and compliance practices for milling and planing operations — model and enforce, conducting risk assessments and driving continuous improvement in workplace safety standards.

AI-at-Work Competency Framework

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

Authoritative source data identified for 998 occupations

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

Emerging
  1. Basic AI alert acknowledgment — responds to machine monitoring software flags and out-of-tolerance warnings generated by AI-assisted sensor feeds, escalating anomalies to a senior operator for resolution Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. AI-guided tolerance checking — uses AI-enabled measurement analysis tools to cross-reference caliper, micrometer, and gauge readings against specification thresholds, confirming or questioning the system's pass/fail output before accepting workpieces 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. Cutting specification lookup — queries AI-assisted reference tools to retrieve recommended feed rates, speeds, and tool selections for a given material and operation, then applies those parameters by hand at the machine controls WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Operations monitoring delegation — assigns continuous real-time observation of spindle load, vibration, and surface finish indicators to an AI monitoring layer, while retaining direct authority to halt the machine and adjust controls when deviations exceed acceptable limits 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. Tool-wear pattern interpretation — directs an AI diagnostic tool to analyze wear signatures from cutting inserts across a production run, then evaluates the AI's replacement recommendations against physical inspection findings before acting Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Setup verification workflow — integrates AI alignment-check outputs into the workpiece positioning routine, using the system's deviation reports to confirm fixture and tool placement before committing to a full production cycle WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Closed-loop process optimization — architects a monitoring and control workflow in which AI-generated feedback on dimensional drift continuously informs micro-adjustments to cutting specifications, while the operator audits the logic and overrides automated corrections that conflict with material-specific or job-specific constraints 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 output quality governance — evaluates the reliability and calibration accuracy of AI-assisted metrology and sensor systems across multiple machine cells, identifying systematic biases in automated tolerance reporting and establishing correction protocols for the work group Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Cross-run knowledge capture — directs AI tools to aggregate conformance data, tool-life records, and control-setting histories across milling and planing jobs, then synthesizes the resulting patterns into revised standard operating procedures for setup and in-process monitoring WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Operations Monitoring
Score: 62.1 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

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

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

1Communication8 statements
Emerging
  1. Blueprint terminology recognition — reads and interprets basic symbols and dimension annotations on machining drawings to identify workpiece 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. Verbal status reporting — communicates machine status and basic observed issues to a supervisor using standard shop-floor language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Work order clarification — asks targeted questions to resolve ambiguities in tooling instructions or cutting specifications before beginning machine setup 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 finding documentation — records dimensional measurements and out-of-tolerance conditions in written logs using accurate numerical notation 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 — delivers complete and accurate verbal and written summaries of machine condition, tooling status, and in-process job details to incoming operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Specification discrepancy escalation — communicates clearly identified deviations between blueprint requirements and workpiece dimensions to quality personnel using precise measurement terminology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Technical mentoring communication — explains milling and planing setup procedures, tolerance concepts, and blueprint reading to new operators using clear, structured instruction adapted to learner 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. Process improvement articulation — presents documented observations about cutting parameter inefficiencies or tooling wear patterns to supervisors and engineers with supporting measurement data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Personal task ownership — takes responsibility for completing assigned machine setup steps and workpiece loading tasks without requiring repeated direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety initiative — identifies and reports unsafe tooling conditions or workpiece securing failures before beginning operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Peer guidance — demonstrates correct workpiece alignment and measurement verification techniques to co-workers during shared machine operation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Proactive problem flagging — identifies and escalates tool wear or dimensional drift trends before defective parts are produced, without being prompted by 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. Setup leadership — leads the full sequence of machine setup activities including tool selection, workpiece positioning, and cutting specification entry for complex multi-step jobs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Quality accountability — takes ownership of produced part quality by adjusting controls and verifying conformance at each production stage, holding the standard independent of production pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Operator development leadership — trains and evaluates developing operators on machine setup, tolerance verification, and safe operation across multiple milling and planing configurations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous improvement leadership — leads shop-floor efforts to standardize tooling change intervals and cutting parameter documentation, resulting in measurable reductions in scrap or rework 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. Learning gap recognition — identifies specific milling machine controls or blueprint symbols not yet understood and seeks clarification from supervisors or reference materials Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Setup error reflection — after an incorrect workpiece alignment, identifies the step in the positioning process where the error originated 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. Mental sequencing — plans the full order of setup operations including tool installation, workpiece securing, and specification entry before touching the machine, reducing mid-setup errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Skill self-assessment — accurately evaluates personal proficiency with specific cutting operations and requests additional practice or instruction on weaker areas Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Tolerance monitoring strategy — consciously selects measurement frequency and instrument type based on the tightness of specified tolerances and material behavior during cutting 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. Mistake pattern analysis — reviews personal quality records to identify recurring error types in setup or measurement and adjusts habitual practices accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cognitive process modeling — articulates the decision-making process used to diagnose surface finish defects or dimensional drift to apprentices, making expert reasoning transparent and teachable Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptive learning planning — independently identifies emerging machining technologies or materials entering the shop and creates a structured self-study approach to build competency before being required to operate new equipment 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. Cause identification — identifies the most likely reason for a common cutting defect such as chatter marks or oversized dimensions based on observable machine conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Control adjustment reasoning — evaluates feed rate, speed, and depth-of-cut settings against surface finish and dimensional outcomes to determine which parameter requires correction 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 condition assessment — analyzes cutting tool wear patterns to determine whether a tool should be resharpened, replaced, or repositioned before continuing 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.
Applying
  1. Multi-variable defect diagnosis — systematically analyzes combinations of workpiece material, tooling condition, machine vibration, and cutting parameters to isolate the root cause of nonconforming 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.
  2. Blueprint interpretation evaluation — assesses whether a work order's tooling instructions are compatible with the specified workpiece geometry and flags conflicts before setup begins 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 parameter optimization — evaluates cutting data across multiple jobs to develop evidence-based recommendations for speed, feed, and tool selection that improve surface quality and extend tool life 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 quality reasoning — analyzes patterns across multiple nonconforming part batches to identify machine calibration drift, fixture design flaws, or material inconsistencies requiring corrective action beyond the operator level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Shared workspace coordination — communicates with adjacent machine operators about material flow, hoist use, and safety zones to prevent interference during workpiece loading Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Instruction reception — receives setup instructions from lead operators or supervisors and asks clarifying questions to ensure correct execution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Quality team cooperation — provides dimensional measurement records and part samples to quality inspectors and incorporates their feedback into subsequent machine 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. Toolroom coordination — collaborates with toolroom personnel to request, return, and exchange cutting tools and fixtures according to job requirements and shop scheduling Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Engineering collaboration — works with process engineers to implement revised cutting parameters or fixture changes, providing practical operator feedback on machine behavior during trials 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-shift coordination — partners with operators on adjacent shifts to maintain consistent machine setup states, tooling documentation, and in-process quality records across production continuity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-functional problem solving — participates in multi-department teams addressing recurring quality or throughput issues by contributing machine-level data, operator observations, and practical corrective action proposals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mentorship partnership — collaborates with supervisors to design structured on-the-job training sequences for new operators, sharing responsibility for skills transfer and competency verification Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Safety compliance — consistently follows lockout/tagout procedures and personal protective equipment requirements during machine setup and tool changes without exception Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Measurement honesty — records actual measured dimensions accurately without rounding or adjusting values to make parts appear conforming 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 setup or measurement mistakes directly to supervisors and takes corrective action promptly rather than passing nonconforming parts forward Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Material and tooling stewardship — handles workpieces, cutting tools, and measuring instruments with care to prevent damage, reporting wear or calibration concerns proactively 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 integrity — maintains consistent adherence to specified tolerances and quality standards under production rate pressure, refusing to knowingly pass out-of-specification 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.
  2. Professional reliability — completes assigned machine operations within scheduled timeframes, communicates accurately about job status, and maintains clean and organized machine workspaces Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical quality culture modeling — demonstrates and reinforces a zero-tolerance approach to falsified inspection records or bypassed quality checkpoints among peers and junior operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Professional standard setting — models punctuality, equipment care, documentation accuracy, and respectful workplace conduct consistently, establishing a visible behavioral standard for the production team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Workholding adaptation — experiments with available clamps, V-blocks, and fixtures to find a stable workpiece securing arrangement when standard setups do not fit an unusual part geometry 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. Troubleshooting initiative — proposes a simple adjustment to feed rate or tool position as a first response when surface finish does not meet visual expectations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setup sequence improvisation — develops an alternative operation sequence when a required fixture is unavailable, maintaining dimensional accuracy with substitute tooling combinations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Measurement strategy adaptation — devises a workable measurement approach using available instruments when a specified gauge is not accessible, documenting the method used Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Custom setup solution development — designs a non-standard workpiece positioning arrangement for an irregular part that achieves required alignment accuracy while maintaining safe clamping force 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. Cutting parameter innovation — develops a revised combination of speed, feed, and depth-of-cut for a difficult material that reduces tool wear and meets surface finish specifications simultaneously 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. Fixture concept origination — conceives and proposes original workholding fixture designs for recurring complex parts, collaborating with engineering to convert concepts into shop-floor tooling Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process improvement invention — identifies and implements a novel inspection or documentation method that improves dimensional traceability across a production run without adding cycle time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Error-based learning — treats a first setup error as a learning event, reviewing what went wrong and asking for corrective instruction rather than concealing the mistake Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Skill stretch acceptance — accepts assignment to unfamiliar milling or planing machine configurations as a development opportunity rather than avoiding the challenge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Feedback integration — incorporates specific feedback from quality inspectors or lead operators about measurement technique or machine adjustment into subsequent operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Blueprint complexity progression — actively seeks exposure to more complex drawings and multi-feature workpieces to expand interpretation skill beyond current job assignments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Sustained precision improvement — tracks personal first-pass quality rates over time and implements deliberate practice on specific measurement or setup skills where performance data shows gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. New material adaptation — approaches jobs involving unfamiliar metals or plastics by researching recommended cutting parameters and adjusting approach based on early trial results rather than applying default settings 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 pursuit modeling — demonstrates continuous self-directed skill development in areas such as advanced metrology or CNC integration and shares learning strategies with developing operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Setback resilience leadership — after a significant production quality failure, leads a structured after-action review that converts the event into documented process improvements rather than recurring blame Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Focused machine monitoring — maintains sustained attention on machine sound, vibration, and chip formation during cutting operations to detect abnormal conditions early 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-operation deliberateness — pauses before starting machine cycles to verify workpiece alignment, tool installation, and speed settings rather than proceeding automatically 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. Distraction management — maintains concentration on measurement tasks and control adjustments in a noisy, active shop environment without losing dimensional tracking 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. Fatigue awareness — recognizes personal attention degradation during extended shifts and applies counter-measures such as deliberate measurement re-checks before continuing production Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Intentional inspection pacing — performs dimensional verification at a deliberate pace matched to the precision required by the tolerance specification, resisting speed pressure that degrades measurement 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. Emotional regulation under pressure — maintains steady, methodical machine operation and decision-making when production schedules are tight or a quality rejection has just occurred Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Attentional culture cultivation — coaches peers on focused monitoring habits and deliberate pre-start verification routines, reducing shop-floor errors attributable to inattention Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Situational awareness leadership — maintains comprehensive awareness of machine condition, tooling status, part quality trend, and material supply simultaneously across multiple active setups, modeling integrated shop-floor 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.
10Fortitude8 statements
Emerging
  1. Repetition persistence — maintains consistent measurement and setup quality across repetitive production runs without allowing routine to erode attention or care Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Difficulty tolerance — continues working through a challenging workpiece alignment problem rather than guessing or skipping verification steps when the correct position is hard to achieve 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. Rejection recovery — after producing a nonconforming batch, re-engages with the setup process systematically and completes the corrected run without abandoning precision habits Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Physical endurance — sustains accurate machine operation and measurement quality throughout extended shifts involving continuous standing, lifting, and machine monitoring Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Sustained quality under production pressure — maintains specified tolerance conformance and complete inspection documentation when supervisors or schedules create urgency to skip verification steps 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. Ambiguous specification navigation — works through incomplete or conflicting blueprint information with persistence, seeking clarification and testing approaches rather than halting production or guessing 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. Adversity modeling — demonstrates calm, methodical problem-solving during machine malfunctions, tooling failures, or urgent quality crises, providing a stabilizing example for less experienced operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term precision commitment — sustains high dimensional accuracy and complete quality documentation standards consistently across months and years of production, resisting the normalization of deviation that can erode shop standards over time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
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Related titles
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RAPIDS apprenticeships
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O*NET skills
Operations MonitoringOperation and ControlMonitoringCritical ThinkingActive Listening
Knowledge domains
MechanicalProduction and ProcessingEnglish LanguageMathematicsComputers and Electronics
Abilities
Manual DexterityNear VisionArm-Hand SteadinessControl PrecisionReaction TimeMultilimb CoordinationProblem SensitivityTrunk StrengthFinger DexteritySelective Attention
Work styles
Attention to DetailDependabilityCautiousnessAchievement OrientationStress ToleranceIntegrity
Technology
Computer aided design CAD softwareIndustrial control softwareEnterprise application integration softwareObject or component oriented development softwareAnalytical or scientific softwareComputer aided manufacturing CAM softwareSpreadsheet softwareOffice suite softwarePresentation softwareWord processing software
Tasks · seed anchors for statements
  1. Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers.
  2. Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers.
  3. Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines.
  4. Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances.
  5. Select and install cutting tools and other accessories according to specifications, using hand tools or power tools.
  6. Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists.
  7. Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders.
  8. Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
CIP education codes
48.0501

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.