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Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

SOC 51-9012.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers machine setup, operation, monitoring, and quality inspection for separation, filtration, clarifying, precipitation, and stilling processes in Job Zone 2 manufacturing and 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. Specified amounts of refined or unrefined materials — dump, pour, or load into equipment or containers under direct supervisor guidance on the production floor.
  2. Basic machine startup procedures — follow step-by-step protocols to start agitators, shakers, or pumps with a trainer present in a processing facility.
  3. Temperature and pressure gauges — read and report instrument readings to a supervisor during routine monitoring shifts.
  4. Valves and manual controls — turn or move as directed to admit or drain materials through separation equipment under close oversight.
  5. Machine controls — observe and assist in adjusting settings for material flow and temperature under direct instruction from an experienced operator.
  6. Material samples — collect and visually examine for basic qualities such as clarity or cleanliness following standardized inspection checklists.
  7. Safety and environmental regulations — recognize and apply applicable rules while operating processing machines under supervision in a production environment.
  8. Equipment surfaces and connections — inspect for visible leaks, wear, or obvious malfunctions during pre-shift walkthroughs with a lead operator.
  9. Work instructions and safety data sheets — read and comprehend written operating procedures before performing assigned tasks on the production line.
  10. Personal protective equipment and hazard protocols — identify and use correctly when working around separation, filtration, or clarifying machinery.
Developing
Mid-level / Established
  1. Measured quantities of raw or semi-processed materials — independently load or transfer into designated processing equipment in accordance with batch specifications.
  2. Separation, filtration, and clarifying machines — operate routinely with reduced oversight to meet production targets while complying with safety and environmental standards.
  3. Process instruments including temperature, pressure, and flow meters — monitor continuously during a shift and take corrective action within established parameters.
  4. Valve sequences and control adjustments — execute to separate, filter, mix, or transfer materials efficiently during standard production runs in a manufacturing plant.
  5. Machine control settings — set up and fine-tune for varying material types or batch sizes based on work orders and prior operating experience.
  6. Sample quality attributes such as consistency, dryness, and texture — examine and compare against acceptance criteria, documenting results in shift logs or spreadsheet software.
  7. Centrifuge machines, conveyors, and pumps — start and monitor for abnormal vibration, noise, or output deviations and escalate issues appropriately.
  8. Equipment inspection findings — record in maintenance logs or ERP software and communicate clearly to maintenance personnel or shift supervisors.
  9. Time-sensitive processing tasks — prioritize and manage across multiple machines during a shift to maintain continuous material flow with minimal downtime.
  10. Verbal operating instructions and shift handover communications — listen actively and ask clarifying questions to ensure accurate task transfer between crews.
Proficient
Senior / Expert IC
  1. Full separation and filtration processing sequences — perform autonomously across diverse material types and non-routine batch conditions with consistent quality outcomes.
  2. Process deviations indicated by instrument readings — diagnose root causes using critical thinking and implement corrective adjustments to restore optimal operating conditions.
  3. Complex valve and control configurations — operate with precision to handle simultaneous material transfers, mixing, and filtration steps in a high-throughput production environment.
  4. Non-standard sample results such as unexpected turbidity or off-spec texture — analyze, document findings, and make informed disposition decisions without escalation.
  5. Mechanical malfunctions and efficiency losses — identify through systematic equipment inspection and coordinate timely repairs to minimize production impact.
  6. Process compliance with safety, energy, and environmental regulations — evaluate and verify across all assigned machines during routine and non-routine operations.
  7. Production and processing knowledge — apply to optimize machine parameters for yield, cycle time, or energy efficiency across the full scope of assigned operations.
  8. Shift production data — compile and analyze using spreadsheet software to identify trends, flag process drift, and support continuous improvement initiatives.
  9. Judgment on material quality hold or release decisions — exercise independently based on sample analysis, instrument data, and established quality control criteria.
  10. Peer operators and new hires — guide informally on correct machine operation techniques, safety practices, and sample evaluation methods on the production floor.
Advanced
Lead / Principal / Executive
  1. Departmental operating standards for separation, filtration, and clarifying processes — develop and maintain to ensure consistent quality, safety, and regulatory compliance across all shifts.
  2. Cross-shift production performance — analyze using ERP and spreadsheet data to set improvement targets and drive accountability among operators and leads.
  3. Equipment upgrade or replacement evaluations — lead by assessing mechanical efficiency, wear patterns, and production data to inform capital investment recommendations.
  4. Operator training programs — design and deliver covering machine setup, instrument monitoring, sample evaluation, and hazard recognition for Job Zone 2 production personnel.
  5. Process control strategies — establish for managing temperature, pressure, and material flow across multiple interconnected separation and filtration systems at organizational scale.
  6. Regulatory and environmental compliance programs — oversee and audit to ensure all machine operations meet applicable safety, energy, and environmental requirements facility-wide.
  7. Quality control analysis frameworks — implement and refine to standardize sample examination criteria and acceptance thresholds across production lines and product families.
  8. Cross-functional collaboration with maintenance, quality, and engineering teams — lead to resolve chronic equipment reliability issues and implement sustainable process improvements.
  9. Emergency response and hazard mitigation protocols — author and communicate to ensure all production staff can safely manage equipment failures, leaks, or process upsets.
  10. Organizational production culture — model and promote cautiousness, attention to detail, and integrity as behavioral standards throughout the separation and filtration workforce.

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 parameter monitoring — reads AI-generated alerts for out-of-range temperature, pressure, or flow readings on a single processing line, then escalates to a supervisor for corrective action 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. Instrument data interpretation — cross-references AI-summarized gauge and sensor trends against standard operating ranges to confirm whether machine settings require adjustment 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. Compliance checklist support — uses an AI assistant to retrieve relevant safety, energy, or environmental regulation requirements before loading or draining materials, confirming applicability against the current job order WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Condition-based control adjustment — directs an AI monitoring tool to flag drift patterns in temperature or pressure data, then independently evaluates the flagged pattern and turns valves or moves controls to restore optimal processing conditions 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. Quality deviation analysis — tasks an AI assistant with correlating upstream material flow data to downstream quality indicators, then applies the findings to adjust separation or filtration machine settings Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Shift log generation — delegates the drafting of end-of-shift processing reports to an AI tool using sensor log exports, then reviews and corrects the narrative before submission WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Predictive process optimization — integrates AI-generated trend analysis of multi-variable sensor streams (temperature, pressure, flow rate) into a proactive machine setup strategy, retaining final authority over all control adjustments 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-line monitoring orchestration — coordinates an AI monitoring dashboard across multiple separating and filtering lines simultaneously, triaging AI-surfaced anomalies by severity and directing appropriate operator responses 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..
  3. Automation feasibility judgment — evaluates which routine monitoring and control tasks on the processing floor are appropriate candidates for AI-assisted automation versus those requiring direct human intervention, informing team workflow design Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). 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. Shift handoff notes — records basic equipment status and material flow observations in logbooks at end of 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. Verbal reporting — describes visible machine malfunctions or gauge anomalies to supervisors using standard plant terminology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Operational documentation — writes clear shift reports detailing valve adjustments, temperature readings, and processing deviations for incoming operators 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. Procedure comprehension — reads and interprets standard operating procedures, material safety data sheets, and equipment manuals to guide 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.
Applying
  1. Cross-functional communication — conveys filtration or separation process status to quality control and maintenance teams using precise technical language during production meetings 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. Regulatory reporting — prepares accurate compliance documentation for safety, energy, or environmental inspections by capturing process parameters and material handling records O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Process communication leadership — translates complex separation or clarification process data into clear briefings for new operators, engineers, and auditors across technical and non-technical audiences 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. Incident narrative — authors detailed incident reports documenting equipment failure sequences, corrective valve actions taken, and lessons learned for plant-wide distribution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Task ownership — completes assigned material loading or draining steps without requiring repeated instruction from line supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer alerting — notifies coworkers of observed pressure or temperature gauge deviations before conditions escalate Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Workflow coordination — guides less experienced operators through correct startup sequences for centrifuge or filtration machines 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.
  2. Safety initiative — identifies and reports equipment leaks or hazard conditions proactively, prompting corrective action without waiting for scheduled inspections 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. Shift leadership — directs material flow operations and assigns valve control tasks across a production line when lead operator is absent Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Process improvement advocacy — recommends adjustments to machine control settings based on consistent quality control sample analysis, influencing supervisory 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.
Exceeding
  1. Operator development — mentors new setters and tenders in equipment operation, regulatory compliance, and quality inspection techniques across multiple separation and filtration systems 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. Continuous improvement leadership — leads structured reviews of processing conditions data to identify efficiency gains in still or clarifying machine operations, driving plant-level changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Error recognition — identifies personal mistakes in valve positioning or material measurement and self-corrects before reporting to supervisor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning awareness — recognizes gaps in understanding of equipment startup procedures and seeks clarification from operating manuals or experienced coworkers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Self-monitoring — tracks own accuracy in reading temperature and pressure instruments against expected processing parameters and adjusts attention strategies accordingly 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 gap identification — assesses personal proficiency across assigned filtration and separation equipment types and prioritizes learning on less familiar systems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process reflection — evaluates own decision-making after a batch processing deviation, identifying what gauge readings were misread and what earlier actions could have prevented the outcome 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 strategy selection — shifts monitoring focus from automated indicators to manual checks when instrument reliability is uncertain during processing runs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cognitive calibration — models systematic self-assessment practices for other operators by demonstrating how to review one's own valve control decisions against quality sample outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning plan construction — designs personal development pathways covering new separation technologies or regulatory updates and tracks progress against measurable production competency benchmarks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Gauge interpretation — distinguishes normal from out-of-range readings on temperature or pressure meters using posted reference charts 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. Sample observation — identifies visible differences in material clarity, texture, or consistency when examining separation output samples O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Cause identification — traces unexpected pressure drops or material flow irregularities back to probable valve, pump, or conveyor malfunctions through systematic inspection 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. Compliance reasoning — evaluates whether current machine operating conditions meet applicable safety and environmental regulations before continuing a production run O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Quality deviation analysis — analyzes filtration or clarification sample failures by correlating processing temperature, material load, and timing data to isolate root cause 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. Operational judgment — decides whether to adjust machine controls, halt production, or escalate to maintenance based on weighted assessment of multiple concurrent instrument readings 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. Systemic process evaluation — critically examines entire separation or distillation workflows to identify compounding inefficiencies or regulatory risk points invisible in routine single-step monitoring Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Evidence-based recommendation — constructs data-supported arguments for process parameter changes by synthesizing multi-shift quality control results, equipment wear patterns, and material 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.
5Collaboration8 statements
Emerging
  1. Team task execution — completes assigned loading, draining, or agitator startup tasks in coordination with adjacent operators without disrupting production timing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Information sharing — reports gauge readings and material status to coworkers at shared equipment stations during simultaneous 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.
Developing
  1. Cross-shift coordination — communicates equipment condition, ongoing processing status, and pending adjustments to incoming shift operators to ensure seamless production continuity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Maintenance collaboration — works alongside maintenance technicians during equipment inspections by providing operational context about malfunction symptoms observed during production O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Quality team integration — partners with quality control analysts by providing timely material samples, processing condition data, and batch records to support inspection and approval workflows 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. Safety team participation — contributes to joint safety reviews by sharing firsthand observations of equipment wear, leaks, or hazard conditions identified during daily machine inspections O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cross-functional process optimization — collaborates with engineering, quality, and operations teams to co-develop improved filtration or separation protocols based on combined production and analytical expertise Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Inter-shift culture building — establishes collaborative norms across production shifts by modeling thorough handoff communication and mutual accountability for shared equipment condition Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Regulatory compliance — follows prescribed safety and environmental operating procedures when loading or processing materials without requiring supervisory reminders 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. Honest reporting — accurately records processing deviations or equipment issues in shift logs rather than omitting unfavorable observations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Accountability in error — acknowledges own valve control or material measurement mistakes promptly and reports them to supervisors with accurate detail Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Workplace integrity — handles hazardous or refined materials according to posted procedures and refrains from taking unsafe shortcuts under 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. Professional reliability — consistently completes machine startup, monitoring, and inspection duties on schedule across varying production demands without requiring supervision Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Ethical escalation — raises concerns about equipment hazards, environmental violations, or unsafe practices through appropriate channels even when doing so is inconvenient for production timelines Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — demonstrates transparent decision-making in ambiguous processing situations and coaches other operators on the ethical handling of compliance and safety dilemmas Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Organizational accountability — takes responsibility for production outcomes across a full shift, including errors originating from equipment setup or material handling decisions, and drives corrective resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Adaptive problem-solving — tries alternative valve adjustment sequences when standard settings fail to achieve target material flow conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Observation-based insight — notices an unusual pattern in material texture or clarity samples and proposes a simple monitoring change to catch the variation earlier 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. Workaround development — devises interim equipment operation methods to maintain safe production when a primary pump or agitator is temporarily unavailable 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 visualization — sketches or describes alternative material routing paths through separation equipment to help troubleshoot flow blockages Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Setup innovation — develops a modified machine configuration sequence that reduces startup time for filtration equipment without compromising quality or safety standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Inspection method improvement — designs a more effective visual inspection routine for detecting early-stage equipment wear or seal leaks based on recurring malfunction patterns 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 redesign contribution — generates and pilots novel approaches to clarification or precipitation sequencing that improve material yield or reduce waste, presenting results to engineering teams Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Knowledge transfer creativity — creates visual job aids, checklists, or demonstration scenarios that make complex separation machine operation concepts accessible to new operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback acceptance — receives correction on valve positioning or instrument reading errors from supervisors and applies the adjustment on the next processing cycle without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Equipment curiosity — asks questions about unfamiliar centrifuge or still machine components to build foundational operating knowledge beyond currently assigned tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill expansion — volunteers to operate additional separation or filtration equipment types beyond primary assignment to broaden production versatility Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Error learning — reflects on a processing batch failure and identifies a specific operational behavior to change in future runs based on quality control 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. Regulatory adaptation — updates operating practices promptly when new environmental or safety regulations are introduced, treating compliance changes as learning opportunities rather than obstacles 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. Performance benchmarking — compares own quality sample inspection accuracy against production standards and pursues targeted practice on weaker skill areas Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Continuous mastery pursuit — seeks advanced training in new separation technologies, chemical processing methods, or automation systems and applies new knowledge to improve production outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Challenge embrace modeling — demonstrates persistence through complex multi-system malfunctions and coaches other operators to view difficult troubleshooting situations as skill-building experiences Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Attentive monitoring — maintains focused observation of assigned gauges, meters, and material flows throughout a production shift without drifting from designated watch points Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Pre-task grounding — pauses before initiating machine startup to confirm correct valve positions and control settings rather than proceeding automatically from habit Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Stress regulation — maintains steady attention and accurate gauge reading performance during high-production-demand periods when multiple instruments require simultaneous monitoring 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 transition — performs a deliberate equipment status review at shift changeover, resisting the impulse to hand off without confirming all processing conditions are stable Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Hazard awareness — sustains heightened environmental awareness near pressurized equipment, moving conveyors, and chemical transfer points throughout the full production 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.
  2. Emotional regulation under pressure — manages frustration or urgency calmly when processing conditions deviate unexpectedly, maintaining systematic troubleshooting rather than reactive control changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mindful leadership — models deliberate, non-reactive decision-making during equipment emergencies, demonstrating controlled valve management and clear communication that stabilizes team response Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Attention culture development — coaches operators to build structured monitoring habits and situational awareness practices that reduce incident rates across separation and filtration production 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.
10Fortitude8 statements
Emerging
  1. Task persistence — continues assigned material loading and machine monitoring duties through physically demanding or repetitive production conditions without abandoning responsibilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Discomfort tolerance — maintains performance in hot, noisy, or chemically odorous processing environments consistent with job site conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setback recovery — resumes normal operating duties promptly following a processing malfunction or equipment failure after completing required safety checks and corrective actions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Sustained vigilance — maintains consistent instrument monitoring and quality inspection standards across long shifts without allowing fatigue to reduce observation 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.
Applying
  1. Adverse condition perseverance — continues compliant machine operation and accurate record-keeping during unplanned production surges, staffing shortages, or regulatory inspection periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Courageous escalation — reports unsafe equipment conditions or regulatory violations to supervisors and compliance teams despite potential production disruption or interpersonal tension 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. Resilience modeling — demonstrates composed, methodical response to major processing failures or safety incidents and guides team through recovery without succumbing to panic or shortcuts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term endurance — sustains high-quality machine operation, inspection diligence, and regulatory compliance over extended project cycles or demanding production seasons, setting the standard for team perseverance 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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O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
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RAPIDS apprenticeships
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O*NET skills
Operations MonitoringCritical ThinkingMonitoringOperation and ControlQuality Control AnalysisReading ComprehensionActive ListeningJudgment and Decision MakingTime Management
Knowledge domains
Production and ProcessingMechanicalEnglish Language
Abilities
Near VisionPerceptual SpeedProblem SensitivityInformation OrderingArm-Hand SteadinessReaction TimeMultilimb CoordinationStatic StrengthControl PrecisionOral Comprehension
Work styles
CautiousnessAttention to DetailDependabilityIntegrityStress ToleranceSelf-Control
Technology
Electronic mail softwareSpreadsheet softwareOffice suite softwarePresentation softwareWord processing softwareEnterprise resource planning ERP software
Tasks · seed anchors for statements
  1. Dump, pour, or load specified amounts of refined or unrefined materials into equipment or containers for further processing or storage.
  2. Operate machines to process materials in compliance with applicable safety, energy, or environmental regulations.
  3. Monitor material flow or instruments, such as temperature or pressure gauges, indicators, or meters, to ensure optimal processing conditions.
  4. Turn valves or move controls to admit, drain, separate, filter, clarify, mix, or transfer materials.
  5. Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.
  6. Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
  7. Start agitators, shakers, conveyors, pumps, or centrifuge machines.
  8. Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
CIP education codes
01.100301.100401.1005

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.