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Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

SOC 51-4023.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers the setup, operation, quality monitoring, troubleshooting, and leadership of rolling and milling machines used to process metal and plastic materials in industrial production environments.

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. Rolling and milling machine startup procedures — follow step-by-step under direct supervision to flatten and feed sheet metal sections on a production floor.
  2. Raw materials and finished metal products — inspect visually for obvious defects and surface irregularities under technician guidance in a metal processing facility.
  3. Rolling orders and basic blueprints — read and identify key setup specifications, product dimensions, and work sequences with supervisor assistance.
  4. Machine cycle and mill operation — monitor continuously and alert a lead operator when jamming or irregular sounds are detected on the production line.
  5. Roll distance points and guide stops — position according to supervisor-provided specifications before machine startup in a metal rolling operation.
  6. Dial indicators and speed controls — observe and report readings to a senior operator to support regulated machine mechanism speeds during a production run.
  7. Hand tools and basic measuring instruments — use to record raw material dimensions and compare against specification sheets under direct instruction.
  8. Equipment safety protocols and lockout/tagout procedures — apply consistently before approaching rolling machinery in a manufacturing plant environment.
  9. Work sequences and mill schedules — review with a supervisor to understand daily production priorities and installation procedures for assigned machine stands.
  10. Basic product defects such as surface scratches and uneven thickness — recognize and flag for correction by a qualified operator during routine production shifts.
Developing
Mid-level / Established
  1. Sheet metal thickness and temper specifications — verify against rolling orders by measuring finished strip output with calipers and gauges on a semi-automated mill line.
  2. Machine set-up adjustments — perform independently to correct roll gaps and reduce material thickness when products fall outside tolerance during a production run.
  3. Milling machine controls and dial indicators — manipulate routinely to regulate roll speed and maintain consistent strip dimensions across a standard production cycle.
  4. Draft space and roll speed calculations — compute for individual mill stands using established formulas to plan rolling sequences and meet specified tempers.
  5. Minor jamming incidents and feed misalignments — diagnose and resolve with limited supervisor input by applying learned troubleshooting steps on metal rolling equipment.
  6. Finished steel strips and sheet metal sections — examine systematically for dimensional conformance and surface quality against blueprint specifications during end-of-shift inspections.
  7. Roll guides and metering stops — set and verify at the start of each production order to match required product profiles in a rolling mill environment.
  8. Mill schedule changes and updated rolling orders — read, interpret, and communicate production adjustments to co-workers on the shop floor during shift transitions.
  9. Recurring equipment performance patterns — monitor and document over multiple shifts to identify early indicators of wear or misalignment on rolling machinery.
  10. Time allocation across multiple machine setups — manage to meet daily production targets while maintaining quality standards in a moderate-volume metal processing facility.
Proficient
Senior / Expert IC
  1. Full rolling sequence setup — plan and execute autonomously, calculating draft space and roll speed for each stand to achieve specified dimensions and tempers without oversight.
  2. Complex product defects including warping, edge cracking, and surface scaling — analyze root causes and implement corrective adjustments to machine parameters on a live production line.
  3. Non-routine blueprint and rolling order requirements — interpret independently and translate into precise guide, roll, and stop configurations for specialty metal and plastic profiles.
  4. Continuous operations monitoring across multiple mill stands — conduct simultaneously, adjusting controls in real time to sustain product conformance throughout extended production runs.
  5. Equipment maintenance and repair tasks — perform on rolling machinery, including roll changes and bearing inspections, to minimize unplanned downtime in a high-throughput facility.
  6. Quality control analysis — apply systematically by sampling, measuring, and statistically evaluating finished strip data to identify process drift before defect rates escalate.
  7. Difficult set-up scenarios such as mixed-alloy runs or gauge transitions — troubleshoot and resolve by applying advanced mechanical knowledge and process experience on the mill floor.
  8. Incoming raw material quality — assess against mill specifications using precision instruments, rejecting or flagging non-conforming stock before it enters the rolling process.
  9. Coordination with maintenance, quality, and scheduling teams — lead during changeovers and process upsets to restore production efficiency and product quality in a metal rolling operation.
  10. Operator training gaps identified during production — address in real time by demonstrating correct machine control techniques and reinforcing specification-reading practices on the shop floor.
Advanced
Lead / Principal / Executive
  1. Rolling mill setup standards and best-practice procedures — develop and document to establish consistent quality benchmarks across all shifts in a metal and plastic production facility.
  2. Operator skill development programs — design and implement, incorporating hands-on rolling machine instruction and blueprint literacy training to build a competent production workforce.
  3. Production quality metrics and defect trend data — analyze at an organizational level to drive continuous improvement initiatives and reduce scrap rates across the rolling operation.
  4. Capital equipment selection and roll configuration decisions — lead by evaluating mechanical specifications and production requirements when upgrading or expanding a rolling mill operation.
  5. Cross-functional coordination among production, engineering, and quality assurance teams — direct to resolve systemic process problems affecting sheet metal conformance and throughput.
  6. Mill scheduling strategy and rolling sequence planning — oversee across multiple product lines, balancing equipment capacity and customer delivery requirements in a high-mix manufacturing environment.
  7. Safety culture and compliance standards for rolling machinery — champion by establishing protocols, conducting audits, and holding teams accountable in a metal processing plant.
  8. Mentorship of developing and proficient operators — provide through structured coaching, technical feedback, and performance reviews to accelerate expertise across the production department.
  9. Process improvement proposals for new alloy grades or plastic profiles — evaluate and authorize, drawing on deep mechanical and production-processing knowledge to manage risk and quality.
  10. Organizational production performance and downtime reduction targets — own by setting measurable goals, tracking key indicators, and leading corrective action planning for a rolling mill facility.

AI-at-Work Competency Framework

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

Authoritative source data identified for 998 occupations

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

Emerging
  1. AI-assisted specification lookup — uses an AI tool to retrieve rolling order parameters and blueprint dimensions, cross-checking the output against the physical mill schedule before applying any settings WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. Defect-pattern recognition support — feeds observed surface irregularities and thickness measurements into an AI-assisted quality tool, then applies the suggested corrective adjustments to machine set-ups under supervisor review Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Operations monitoring alert interpretation — responds to AI-generated anomaly flags on machine cycle data by visually confirming jamming or out-of-spec conditions before halting the line WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Automated monitoring integration — configures AI-enabled sensors and monitoring dashboards to track roll pressure, speed, and strip thickness in real time, intervening manually when readings drift outside tolerance bands 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. Setup optimization delegation — submits production run parameters to an AI tool to generate optimized roll-gap and temper sequences, then validates the proposed setup against mill schedules and material specifications before execution Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Quality conformance analysis — directs an AI quality-analysis tool to compare measured finished-product dimensions against specification limits, using the flagged deviations to prioritize which adjustments to make first WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Predictive maintenance coordination — interprets AI-generated wear and failure-probability reports for rolling mill components, scheduling corrective maintenance windows and overriding AI recommendations when physical inspection contradicts the model's assessment Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Process improvement leadership — synthesizes AI-produced trend analyses of defect rates and throughput data across multiple production runs to redesign work sequences and set-up procedures, retaining final authority over all process change decisions Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. AI tool evaluation and calibration — benchmarks competing AI monitoring solutions against known mill performance data, identifying false-positive rates and recommending configuration adjustments to align automated alerts with actual operational thresholds Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Operations Monitoring
Score: 62.1 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources: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.

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. Rolling order comprehension — reads basic rolling orders and mill schedules to identify key setup parameters under supervisor guidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Shift handoff reporting — conveys basic machine status and product run progress to incoming operators using standard terminology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Blueprint interpretation communication — explains product dimension requirements and setup specifications drawn from blueprints to co-workers during changeovers 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 — documents and verbally describes observed product defects and machine irregularities to quality technicians with sufficient detail to support 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.
Applying
  1. Cross-shift technical briefing — delivers clear verbal summaries of mill performance, roll gap settings, and material anomalies to supervisors and quality staff at shift change Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Written production log accuracy — records setup parameters, roll speeds, draft calculations, and conformance results in shift logs with precision sufficient for regulatory and traceability 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.
Exceeding
  1. Process deviation communication — authors formal nonconformance reports and leads verbal debriefs with engineering and quality teams when rolled products fall outside dimensional or temper 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. Training documentation authorship — develops written and verbal instructional materials covering mill setup sequences, blueprint reading, and roll speed calculation for use in onboarding new operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Setup assistance initiative — volunteers to assist senior setters with roll distance configuration and guide placement during scheduled changeovers without being prompted Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety observation action — identifies and verbally flags an unsafe condition on the mill floor to a supervisor before beginning a new production run Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Junior operator guidance — demonstrates correct dial indicator monitoring technique and machine adjustment procedures to less-experienced tenders during live production runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Sequence planning ownership — takes responsibility for calculating and communicating the rolling sequence and draft spacing for a complete production order before handing off to the next shift 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. Changeover coordination — leads the full setup of rolling mill stands, directing co-workers on guide placement, roll gap settings, and speed parameters to meet scheduled 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.
  2. Quality ownership on the line — holds self and team accountable for dimensional conformance by initiating immediate corrective adjustments and communicating root causes when product deviates from 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.
Exceeding
  1. Mill optimization leadership — champions process improvement initiatives, leading cross-functional teams in evaluating roll speed programs, draft sequences, and material inputs to improve yield and reduce defect rates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Operator mentorship program — designs and delivers structured on-the-job training for new rolling machine setters, covering blueprint interpretation, machine calibration, and quality inspection methods 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. Setup error self-review — pauses after a machine adjustment to compare actual roll gap settings against specifications before starting a run, recognizing personal tendencies to skip verification steps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning gap identification — identifies specific blueprint reading or draft calculation concepts that require additional review and seeks clarification from a supervisor before proceeding independently Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Adjustment decision reflection — evaluates the outcome of a roll speed or draft space change and identifies what reasoning led to the result, adjusting mental approach for subsequent mill stands 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 rates personal proficiency in setup tasks such as calculating temper sequences and uses that assessment to prioritize practice during lower-volume production periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Pre-run cognitive check — systematically reviews rolling order parameters, machine condition, and prior shift logs before starting operation to ensure all setup assumptions are validated 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 monitoring self-regulation — monitors own attention level during extended machine cycles and applies deliberate focus strategies to sustain accurate jam detection and conformance observation 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. Expertise modeling — articulates the internal decision-making process used when diagnosing mill malfunctions or product defects to help less-experienced operators develop equivalent mental models Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous learning planning — structures a personal development plan targeting advanced mechanical knowledge areas such as metallurgy or CNC-integrated rolling systems to extend occupational capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Specification comparison — compares measured product dimensions against blueprint tolerances to determine whether output falls within acceptable range before accepting a production run 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 — asks structured questions about material condition, roll settings, and speed parameters when a product defect is observed, rather than accepting surface-level explanations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Defect source analysis — evaluates multiple potential causes of sheet metal deformation or thickness deviation, including roll gap error, speed inconsistency, and raw material variation, to identify the most probable source Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Setup sequence reasoning — applies draft calculation logic to determine optimal roll speed and spacing for each mill stand in a multi-stand rolling sequence, justifying each decision against specification 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.
Applying
  1. Conformance evidence evaluation — analyzes measurement data from inspection of raw materials and finished products across a full production run to distinguish systematic process drift from isolated anomalies 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. Corrective adjustment judgment — weighs trade-offs between roll reduction speed, surface finish quality, and throughput rate when reconfiguring mill settings after an out-of-tolerance product event 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 assumption challenging — critically examines established mill schedules and rolling sequences, identifying embedded assumptions that increase defect risk, and proposes evidence-based modifications to engineering teams Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Quality system reasoning — evaluates the adequacy of existing inspection protocols against actual defect patterns observed across production runs, recommending systemic adjustments grounded in documented evidence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
5Collaboration8 statements
Emerging
  1. Crew coordination basics — communicates machine status and material position to co-workers during roll feeding operations to maintain safe and synchronized workflow on the mill floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Maintenance team cooperation — reports machine irregularities clearly to maintenance personnel and remains available to provide operational context during repair procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Cross-functional quality collaboration — works with quality technicians to cross-reference inspection measurements against rolling parameters, contributing operational knowledge to joint conformance 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.
  2. Shift team integration — coordinates setup handoffs with outgoing and incoming operators, ensuring shared understanding of roll configurations, active defects, and pending corrective actions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Production team synchronization — collaborates with material handlers, machine tenders, and supervisors to align material staging, machine readiness, and rolling sequences across concurrent mill 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. Engineering collaboration on tolerances — participates in joint reviews with process engineers when products consistently approach specification limits, contributing observed operational data to tolerance refinement discussions 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-departmental improvement teaming — leads collaborative problem-solving sessions with maintenance, engineering, and quality functions to resolve recurring mill performance issues, integrating diverse technical perspectives into unified solutions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mentorship partnership — pairs with apprentice operators in sustained collaborative learning relationships, jointly analyzing setup decisions and measurement outcomes to build shared technical proficiency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Specification honesty — accurately reports measured product dimensions to supervisors even when results reveal a personal setup error, without concealing or rounding data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Safety rule adherence — follows lockout/tagout and guarding protocols consistently on every machine interaction, regardless of time pressure or observation level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Accountability for adjustments — owns the outcome of roll gap and speed corrections made during a production run, including documenting errors and the corrective steps taken 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. Consistent quality standards — applies the same inspection rigor to product examination at end-of-shift fatigue as at the start of a run, without reducing thoroughness based on 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.
Applying
  1. Ethical production reporting — refuses to certify product conformance without completing full dimensional inspection, even under schedule pressure from supervisors or customers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Professional reliability — arrives prepared for assigned mill setups, with rolling orders reviewed and setup tools staged, demonstrating dependability that production teammates and supervisors can count on Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — demonstrates and actively reinforces a culture of accurate reporting, quality honesty, and procedural compliance across the operator team through consistent personal example and direct coaching Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Ethical escalation — formally raises concerns to quality or safety management when systemic pressures on the production floor create conditions that compromise product integrity or worker safety Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Setup problem improvisation — proposes a practical workaround for a minor tooling or guide positioning issue encountered during changeover when standard components are unavailable Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Observation-based idea generation — suggests a simple change to the inspection sequence or measurement location based on patterns noticed during routine monitoring of machine cycles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Process variation exploration — experiments with incremental roll speed or draft spacing adjustments within specification bounds to identify configurations that reduce surface defects without sacrificing throughput 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 pattern reframing — approaches a recurring product defect by hypothesizing non-obvious causes, such as raw material batch variation or thermal expansion effects, and tests the hypothesis through targeted adjustment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Setup optimization invention — develops a novel setup sequence for a challenging product profile that reduces changeover time or improves dimensional consistency beyond what the standard rolling order prescribes 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. Visual inspection innovation — designs or adapts a low-cost gauging or reference marking method that improves the accuracy and speed of in-process product conformance checks on the mill floor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Process redesign contribution — proposes and pilots a fundamentally revised rolling sequence or mill configuration that demonstrably improves yield, temper consistency, or energy efficiency on a production line Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-material application thinking — applies rolling parameter principles learned on one metal alloy or plastic profile to adapt setup strategies for a newly introduced material, reducing trial-and-error startup time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Setup mistake learning — treats a misconfigured roll gap or incorrect speed setting as a learning data point, immediately seeking to understand the cause rather than deflecting responsibility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback receptivity — accepts correction from a senior setter on blueprint reading or draft calculation technique without defensiveness and applies the feedback on the next setup attempt Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill stretch pursuit — volunteers for unfamiliar mill types or product profiles during slower production periods to intentionally expand mechanical setup proficiency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Persistence through complexity — continues working through a multi-stand rolling sequence setup challenge without abandoning the task, adjusting approach iteratively based on measurement feedback 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 improvement engagement — actively participates in post-run reviews, using defect data and process logs as structured learning material to refine personal setup and monitoring 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.
  2. Cross-training commitment — pursues proficiency on adjacent production equipment or upstream material preparation processes to broaden occupational versatility and reduce line bottlenecks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Learning culture cultivation — establishes team norms that treat production errors and near-misses as shared learning opportunities, facilitating structured debriefs that build collective operator capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mastery expansion leadership — independently pursues advanced mechanical and metallurgical knowledge, applying new understanding to elevate both personal performance and the technical standards of the broader operator 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.
9Mindfulness8 statements
Emerging
  1. Attentive machine startup — gives full attention to dial indicators and auditory cues during the initial moments of machine operation to detect early signs of jamming or misalignment 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 mental preparation — takes a deliberate moment before beginning a complex setup to review the rolling order, clear distractions, and confirm readiness before manipulating machine controls Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Sustained cycle monitoring — maintains focused attention across extended machine cycles, using deliberate observation intervals to detect gradual dimensional drift before it reaches defect threshold 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 adjustment — recognizes when production schedule pressure is influencing decision-making speed and intentionally slows the verification process to avoid setup errors driven by urgency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Environmental hazard awareness — maintains continuous situational awareness of moving metal stock, pinch points, and co-worker positions throughout active rolling operations, integrating safety monitoring with production monitoring Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Emotion regulation under pressure — manages frustration response when repeated product defects or machine malfunctions disrupt production, maintaining methodical diagnostic focus rather than reactive adjustment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Attention modeling for team — coaches less-experienced operators on specific attentional practices for monitoring dial indicators and auditory signals during high-speed rolling runs, improving team-wide defect detection rates 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 process presence — applies deliberate, unhurried attention to complex multi-stand setup sequences even under competing demands, modeling the connection between mindful execution and first-pass quality conformance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude8 statements
Emerging
  1. Defect persistence — continues systematic troubleshooting of a product nonconformance across multiple adjustment cycles without giving up when the first corrective attempt does not resolve the issue Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Physical demand endurance — sustains required attention and physical engagement across the full duration of a demanding production shift involving repetitive machine monitoring and manual adjustments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Repeated setup resilience — restarts a mill setup sequence accurately and without discouragement after a machine jam or material feed failure forces a full reset of roll configurations 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 with a rolling sequence when blueprint specifications are partially unclear, making reasoned setup decisions while simultaneously seeking clarification through appropriate channels Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Extended troubleshooting endurance — works through a multi-hour diagnostic process involving sequential roll, speed, and guide adjustments to resolve a persistent dimensional nonconformance without abandoning the investigation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Pressure-resistant quality standards — maintains full conformance inspection discipline during high-volume production surges when throughput demands create implicit pressure to reduce verification steps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Adversity leadership — guides the operator team through sustained production disruptions such as equipment failures or material supply interruptions, maintaining team focus and systematic problem-solving under prolonged uncertainty Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term mastery perseverance — sustains commitment to developing expertise in advanced rolling processes, mechanical systems, and quality methodologies over an extended career arc despite the slow pace of skill accumulation in high-complexity setups Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
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Source anchors that ground each statement

Related titles
Bar Finish Operator · Bar Roller · Barrel Roller · Barrel Roller Operator · Bed Operator · Brass Roller · Breakdown Coordinator · Breakdown Mill Operator · Breakdown Operator · Bulldogger · Calender Operator · Caster Operator
RAPIDS apprenticeships
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O*NET skills
Operations MonitoringOperation and ControlQuality Control AnalysisMonitoringSpeakingActive ListeningCritical ThinkingReading ComprehensionActive LearningCoordinationComplex Problem SolvingEquipment MaintenanceTroubleshootingJudgment and Decision MakingTime ManagementRepairing
Knowledge domains
MechanicalProduction and ProcessingEnglish LanguageEducation and Training
Abilities
Problem SensitivityReaction TimeControl PrecisionNear VisionRate ControlManual DexterityMultilimb CoordinationArm-Hand SteadinessFinger DexterityResponse Orientation
Work styles
DependabilityAttention to DetailCautiousnessAchievement OrientationStress ToleranceSelf-Control
Technology
Electronic mail softwareInternet browser software
Tasks · seed anchors for statements
  1. Monitor machine cycles and mill operation to detect jamming and to ensure that products conform to specifications.
  2. Adjust and correct machine set-ups to reduce thicknesses, reshape products, and eliminate product defects.
  3. Start operation of rolling and milling machines to flatten, temper, form, and reduce sheet metal sections and to produce steel strips.
  4. Examine, inspect, and measure raw materials and finished products to verify conformance to specifications.
  5. Read rolling orders, blueprints, and mill schedules to determine setup specifications, work sequences, product dimensions, and installation procedures.
  6. Manipulate controls and observe dial indicators to monitor, adjust, and regulate speeds of machine mechanisms.
  7. Set distance points between rolls, guides, meters, and stops, according to specifications.
  8. Calculate draft space and roll speed for each mill stand to plan rolling sequences and specified dimensions and tempers.
CIP education codes
48.050148.0506

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.