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Cooling and Freezing Equipment Operators and Tenders

SOC 51-9193.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers the operation, monitoring, troubleshooting, and leadership of industrial cooling and freezing equipment in food and general manufacturing production environments, from entry-level panel reading and recordkeeping through facility-wide process governance and workforce development.

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. Temperature, pressure, and flow readings — record on standardized report forms under direct supervisor guidance in a cooling or freezing production facility.
  2. Pressure gauges and thermometers — identify and read correctly with assistance during initial orientation to a panel control board.
  3. Start-up sequences for pumps, feeders, and conveyors — follow written checklists under close supervision before independently initiating machinery operation.
  4. Basic hand tools and pipe fittings — use under direction to assist in assembling equipment connections on the production floor.
  5. Product consistency and machine speed indicators — recognize when readings fall outside posted acceptable ranges and alert a supervisor immediately.
  6. Valves controlling refrigerant or product flow — open and close following step-by-step written instructions provided by experienced operators.
  7. Minor machinery jams — identify and report to a supervisor, assisting with clearance only when explicitly authorized to do so.
  8. Alkalinity and density measurement scales — read with guidance and compare results to posted specification sheets in a food or industrial processing environment.
  9. Workplace safety protocols and lock-out/tag-out procedures — follow as instructed during equipment start-up and shutdown tasks on the production line.
  10. Shift log entries and basic spreadsheet templates — complete accurately using workplace software under trainer review at the end of each production run.
Developing
Mid-level / Established
  1. Gauge readings across multiple instruments on a panel control board — monitor simultaneously and make routine valve adjustments to sustain specified temperature, pressure, and feed-rate conditions.
  2. Daily production data including temperatures and material volumes — record accurately on report forms and enter into spreadsheet software with minimal oversight.
  3. Pumps, feeders, and conveyors — start, operate, and shut down according to established procedures while adapting to normal variations in production demand.
  4. Refrigerant and product transfer valves — adjust systematically to achieve and maintain specified mixture alkalinity and density as shown on process specifications.
  5. Common machinery malfunctions such as jams and minor blockages — diagnose and correct using approved procedures, escalating unresolved issues to supervisors promptly.
  6. Equipment components including pipes, fittings, and valves — assemble and connect using hand tools with confidence following standard assembly drawings.
  7. Product consistency against quality specifications — evaluate at routine checkpoints and adjust controls to bring output back within tolerance during a production shift.
  8. Process deviations from normal operating parameters — identify patterns across monitoring data and apply basic critical thinking to determine likely causes in familiar situations.
  9. Shift-to-shift communication — convey equipment status and any operational concerns clearly to incoming operators and supervisors using plain spoken language.
  10. Preventive maintenance schedules for cooling and freezing equipment — carry out assigned tasks on time, documenting completion using workplace maintenance logs.
Proficient
Senior / Expert IC
  1. Full suite of cooling and freezing process controls including temperature, air pressure, machine speed, and flow rate — operate autonomously across varied product runs, adjusting parameters to meet differing specifications.
  2. Non-routine equipment malfunctions — troubleshoot systematically using mechanical knowledge and deductive reasoning to identify root causes and implement effective repairs with minimal downtime.
  3. Panel control board instruments spanning gauges, ammeters, and flowmeters — interpret combined readings to detect subtle process drift and make precise, timely corrective adjustments independently.
  4. Quality control analysis of production output — conduct at each critical control point, cross-referencing test results with process data to verify compliance with food safety and production standards.
  5. Equipment assembly and modification tasks — complete accurately and efficiently without supervision, selecting appropriate hand tools and verifying fittings for proper seal and alignment.
  6. Complex problem-solving during unexpected process upsets — evaluate multiple contributing factors, prioritize corrective actions, and restore stable production conditions in a high-pressure environment.
  7. Comprehensive shift production records and incident reports — prepare using office suite software, ensuring data accuracy and completeness for regulatory and management review.
  8. Refrigerant handling, valve sequencing, and mixture preparation — execute across the full range of products processed, adapting techniques to different feedstocks without assistance.
  9. Time management across concurrent monitoring and maintenance responsibilities — balance multiple tasks effectively during a busy production shift to maintain throughput and product quality simultaneously.
  10. Machinery performance trends — analyze across shift reports and recommend equipment maintenance or process adjustments to supervisors based on evidence-supported judgment.
Advanced
Lead / Principal / Executive
  1. Cooling and freezing operations strategy — establish standard operating procedures and performance benchmarks that guide operators at all experience levels across the entire production facility.
  2. Operator training programs — design and deliver hands-on instruction covering equipment start-up, monitoring, troubleshooting, and documentation to develop a capable and safety-conscious production workforce.
  3. Facility-wide quality control systems — lead the implementation and continuous improvement of inspection routines and acceptance criteria aligned with food safety regulations and organizational standards.
  4. Cross-functional problem-solving on chronic equipment or process failures — direct root-cause investigations involving maintenance, engineering, and production teams to achieve lasting corrective solutions.
  5. Production data reporting and trend analysis — oversee the collection, interpretation, and presentation of operational metrics using spreadsheet and presentation software to inform leadership decision-making.
  6. Safety and regulatory compliance culture — champion adherence to public safety, OSHA, and food production regulations across all shifts by modeling standards and holding teams accountable.
  7. Capital equipment decisions and preventive maintenance planning — advise management on machinery upgrades, replacement cycles, and maintenance investment priorities based on operational experience and cost analysis.
  8. Workforce scheduling and time management systems — develop and manage shift structures that sustain continuous cooling and freezing operations while controlling labor costs and reducing operator fatigue.
  9. Emergency response protocols for refrigerant leaks, equipment failures, or product contamination — author, test, and train staff on procedures that protect personnel and minimize production loss.
  10. Organizational knowledge transfer — mentor senior operators into leadership roles by sharing advanced mechanical, process, and administrative competencies accumulated across a full career in cooling and freezing production.

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 logging — enters temperature readings, flow rates, and batch records into AI-assisted digital forms, reducing transcription errors during routine shift documentation.
Developing
  1. Anomaly alert interpretation — reviews AI-generated alerts flagging out-of-range gauge readings (temperature, pressure, ammeter) and cross-checks against panel control boards before adjusting process controls Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Malfunction triage support — queries an AI assistant with symptom descriptions (e.g., unexpected pressure drop, inconsistent feed rate) to retrieve probable causes and corrective steps, then confirms findings with a supervisor Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Process condition optimization — directs an AI monitoring tool to correlate historical gauge data with product consistency outcomes, then applies the resulting set-point recommendations to valve and speed 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. Shift report synthesis — delegates structured data (temperatures, material volumes, test results) to an AI summarization tool to draft report forms, then reviews and certifies accuracy before submission WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Equipment start-up sequencing — uses an AI-guided checklist to verify pump, feeder, and conveyor start-up steps in the correct order, catching missed actions that monitoring alone might overlook WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Predictive maintenance orchestration — configures an AI monitoring pipeline to continuously ingest ammeter, flowmeter, and thermometer streams, setting adaptive thresholds that trigger maintenance work orders before equipment failure occurs 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 control model evaluation — critically assesses AI-recommended control strategies against refrigeration physics and plant-specific constraints, accepting, modifying, or rejecting model outputs before implementation Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Cross-shift knowledge transfer — authors AI-assisted standard operating procedures that encode expert judgment on mixture alkalinity, density targets, and refrigerant handling, ensuring consistent operator performance across all shifts 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. Shift log entries — records temperatures, feed rates, and processing amounts on standardized report forms with legible handwriting and basic 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. Equipment status updates — reports simple machinery malfunctions or jams to supervisors using basic workplace terminology O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Control parameter reporting — communicates observed deviations in pressure gauges, thermometers, or flowmeters to teammates and supervisors with accurate numerical detail Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Maintenance coordination — conveys equipment assembly needs and valve or fitting requirements to maintenance personnel using mechanical terminology O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Shift handover briefing — delivers complete and accurate verbal and written handover summaries covering equipment status, process conditions, and any unresolved malfunctions to 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. Incident documentation — produces clear written records of process anomalies, corrective actions taken, and supervisor notifications on formal report forms Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cross-functional process communication — translates cooling and freezing process data, including alkalinity readings, density measurements, and temperature trends, into actionable summaries for quality, maintenance, and management teams 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 narrative delivery — explains control panel operations, valve sequencing, and refrigerant transfer procedures to new operators using structured demonstrations and plain language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership7 statements
Emerging
  1. Task initiation ownership — starts assigned machinery such as pumps and conveyors independently and takes responsibility for confirming startup conditions before operation 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.
Developing
  1. Malfunction response initiative — identifies and addresses minor equipment jams or malfunctions without waiting for direction, escalating only when the issue exceeds self-correction capacity 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 condition stewardship — takes ownership of maintaining specified temperature and pressure conditions throughout the shift by proactively adjusting controls before deviations become critical O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Peer accountability modeling — sets the standard for accurate gauge monitoring and log completion, prompting teammates to maintain the same level of diligence during shared shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Operational decision leadership — makes real-time judgment calls on feed rate and machine speed adjustments, accepting accountability for product consistency outcomes 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 mentorship — guides less experienced operators through panel control board interpretation, valve operation sequences, and refrigerant handling procedures with structured coaching Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous improvement championing — leads efforts to refine monitoring protocols and malfunction response procedures, influencing supervisors and peers to adopt more effective operational 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.
3Metacognition7 statements
Emerging
  1. Self-monitoring awareness — recognizes personal gaps in reading pressure gauges or interpreting thermometer data and seeks clarification before acting on ambiguous readings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Error pattern recognition — identifies recurring personal mistakes in valve adjustment sequences or control settings and adjusts personal approach to prevent repetition Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Learning strategy selection — chooses hands-on practice over passive reading when learning new equipment assembly procedures, matching learning method to task complexity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process judgment evaluation — reflects on past control decisions, such as feed rate adjustments, to assess whether outcomes matched process specifications and refines future decision-making 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 self-assessment — accurately identifies areas requiring development, such as advanced troubleshooting of cooling system malfunctions, and pursues targeted skill-building opportunities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cognitive strategy modeling — articulates personal mental frameworks for monitoring multiple simultaneous process variables and teaches those frameworks to developing operators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Reflective practice leadership — facilitates post-shift debriefs that prompt team members to examine their own monitoring and decision-making processes, embedding metacognitive habits across the work group Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Gauge value interpretation — distinguishes between normal and out-of-range readings on pressure gauges and thermometers using established specification 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. Basic malfunction identification — recognizes visible signs of equipment jams or irregular machine behavior and categorizes them as requiring operator correction or supervisor escalation O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Root cause questioning — analyzes whether a temperature deviation originates from a control setting error, refrigerant flow issue, or mechanical fault before selecting a corrective action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Evidence-based adjustment — evaluates multiple instrument readings simultaneously, including ammeters, flowmeters, and thermometers, to determine the appropriate control response rather than reacting to a single indicator O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Process consistency analysis — applies quality control analysis to detect subtle inconsistencies in product texture, density, or temperature that indicate upstream process drift, and traces findings to specific control variables 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. Assumption testing in troubleshooting — tests hypotheses about equipment malfunctions systematically, ruling out causes based on observable evidence before implementing repairs or 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.
Exceeding
  1. Complex problem decomposition — breaks down multivariable process failures involving simultaneous deviations in air pressure, feed rate, and product temperature into discrete causal chains and resolves each in priority order 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. Judgment standard development — contributes to the creation of decision criteria for when operators should self-correct versus escalate, grounded in analysis of historical malfunction patterns and outcomes 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. Shift team coordination — shares observed equipment status information with co-workers to support shared situational awareness during concurrent operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Maintenance support participation — assists maintenance personnel in equipment assembly tasks such as attaching pipes, fittings, and valves under direction O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Cross-shift continuity contribution — actively contributes accurate and complete log data so that incoming shift operators have the information needed to maintain process continuity without gaps 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. Supervisor partnership — works collaboratively with supervisors by proactively reporting malfunction details and suggested corrective actions rather than waiting for direction 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-role process coordination — coordinates with quality control, maintenance, and production scheduling teams to ensure cooling and freezing operations meet product specifications and throughput 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. Conflict navigation in operations — resolves differences of opinion with co-workers about control adjustments or malfunction causes through reference to process specifications and shared data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team process alignment facilitation — leads collaborative discussions among operators, supervisors, and technical staff to align on standard responses to recurring equipment issues and process deviations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-functional improvement partnering — partners with engineering or food production specialists to evaluate changes to refrigerant handling or processing sequences, contributing floor-level operational expertise to technical 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.
6Character8 statements
Emerging
  1. Accurate record integrity — records actual gauge readings and processing amounts on report forms without fabrication, even when results fall outside 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. Safety procedure adherence — follows established protocols for starting machinery and handling refrigerants consistently, regardless of time pressure or supervision level Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Accountability in malfunction reporting — discloses equipment malfunctions or control errors to supervisors promptly and honestly, including self-caused issues Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Professionalism under production pressure — maintains composure and procedural discipline when throughput demands increase, avoiding shortcuts that compromise product quality or equipment integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical quality reporting — flags product batches that fail consistency or temperature specifications on report forms accurately, resisting pressure to pass non-conforming product 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 reliability demonstration — maintains punctuality, complete log documentation, and precise control monitoring across all shifts, including low-supervision periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity standard modeling — demonstrates and articulates the value of accurate reporting and honest malfunction disclosure to less experienced operators, reinforcing ethical norms within the work group Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Accountability culture contribution — raises concerns about systemic reporting gaps or unsafe practices through appropriate channels, prioritizing team and product safety over short-term convenience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity7 statements
Emerging
  1. Adaptive problem response — generates alternative approaches to clearing equipment jams when standard methods are ineffective, using available hand tools and process knowledge 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. Improvised monitoring compensation — devises interim monitoring strategies when a single gauge malfunctions, using adjacent instruments to infer process conditions until repairs are completed 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. Efficiency idea generation — proposes small adjustments to valve sequencing or startup procedures that reduce time between process stages without compromising specifications Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process optimization experimentation — tests incremental adjustments to feed rate, machine speed, or refrigerant flow within approved parameters to identify conditions that improve product consistency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Equipment assembly problem-solving — devises workable fitting and pipe configurations when standard assembly layouts are obstructed, applying mechanical knowledge creatively to achieve functional connections 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. Novel monitoring protocol design — develops creative approaches to tracking multiple simultaneous process variables, such as custom log formats or visual signal systems, that improve team responsiveness to deviations 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-process innovation contribution — introduces ideas for integrating cooling and freezing process data with upstream food production steps to reduce waste and improve throughput, drawing on creative synthesis of production and mechanical knowledge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Feedback receptivity — accepts corrections from supervisors regarding gauge reading interpretation or control adjustments without defensiveness and applies changes immediately Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Skill-building persistence — continues practicing valve operation and equipment assembly procedures even after initial errors, treating mistakes as part of the learning process Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Challenge embrace in new equipment — volunteers to operate unfamiliar cooling or freezing machinery rather than defaulting to familiar tasks, viewing new assignments as development opportunities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Post-error learning extraction — after a control miscalculation or malfunction response error, identifies the specific knowledge gap and seeks resources or mentoring to address it 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. Mastery pursuit through repetition — deliberately practices reading panel control boards and interpreting multi-instrument data under varied conditions to build reliable expertise across process states 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. Constructive feedback integration — incorporates supervisor and peer feedback on log documentation quality and process monitoring thoroughness into sustained behavioral change Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Learning culture promotion — encourages teammates to view equipment malfunctions and process deviations as learning events, facilitating informal debriefs that extract growth lessons from operational challenges Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous skill expansion leadership — pursues advanced knowledge in refrigeration mechanics or food production processing beyond job requirements and shares findings with the team to elevate collective capability 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.
9Mindfulness7 statements
Emerging
  1. Sustained attention to gauges — maintains consistent visual attention to pressure gauges, thermometers, and flowmeters throughout the shift, avoiding distraction-driven monitoring lapses 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. Intentional control adjustment — pauses to verify current process conditions against specifications before turning valves or adjusting machine settings, avoiding reactive or impulsive control changes 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 during malfunctions — manages frustration and urgency when equipment jams or process deviations occur, maintaining methodical troubleshooting behavior rather than reactive responses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Present-moment monitoring discipline — applies deliberate, structured attention rotation across panel control board instruments during high-throughput periods, preventing fixation on a single variable at the expense of others 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 escalation decisions — pauses to assess malfunction severity and available self-correction options before deciding whether to address independently or notify a supervisor, avoiding both under- and over-escalation 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. Attentional awareness modeling — teaches operators to recognize their own attention drift patterns during long shifts and to use structured instrument-check routines to restore focused monitoring Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Team mindfulness facilitation — introduces brief pre-shift focus practices or structured startup checklists that help the work group establish intentional attention before engaging control systems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude7 statements
Emerging
  1. Routine discomfort tolerance — continues accurate gauge monitoring and log recording during physically demanding conditions such as cold environments, loud machinery, or extended standing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Malfunction persistence — continues systematic troubleshooting of equipment jams or control failures without abandoning the effort prematurely, exhausting available operator-level solutions before escalating Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Production pressure resilience — maintains procedural accuracy and product quality standards during high-demand production runs without reverting to shortcuts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Sustained performance under adversity — delivers consistent monitoring quality and accurate documentation across full shifts when equipment reliability is low or multiple simultaneous process issues require attention 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. Uncertainty navigation — continues operating within established parameters and making sound control decisions when process behavior is unpredictable or documentation for edge cases is incomplete Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Resilience modeling for the team — demonstrates calm, methodical problem-solving during major equipment failures or process crises, providing a stabilizing presence that prevents panic-driven errors among co-workers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-term perseverance in mastery — sustains effort to develop deep expertise in cooling and freezing system mechanics over months and years, maintaining motivation through periods of slow progress or repeated setbacks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Show O*NET source anchors50 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
Ammonia Refrigeration Worker · Batch Freezer · Batch Freezer Operator · Brewery Cellar Worker · Brewery Worker · Cellar Person · Certified Refrigeration Operator · Chiller Operator · Chiller Tender · Chilling Hood Operator · Compressor Operator · Cooler
RAPIDS apprenticeships
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O*NET skills
Operations MonitoringOperation and ControlCritical ThinkingMonitoringComplex Problem SolvingRepairingQuality Control AnalysisJudgment and Decision MakingSpeakingEquipment MaintenanceTroubleshootingReading ComprehensionActive ListeningActive LearningTime Management
Knowledge domains
Production and ProcessingMechanicalEnglish LanguageFood ProductionAdministration and ManagementMathematicsPublic Safety and SecurityEducation and Training
Abilities
Near VisionProblem SensitivityDeductive ReasoningArm-Hand SteadinessPerceptual SpeedControl PrecisionFinger DexterityManual DexterityOral ExpressionTrunk Strength
Work styles
DependabilityAttention to DetailCautiousnessIntegrityStress TolerancePerseverance
Technology
Electronic mail softwareSpreadsheet softwareOffice suite softwarePresentation softwareWord processing software
Tasks · seed anchors for statements
  1. Record temperatures, amounts of materials processed, or test results on report forms.
  2. Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
  3. Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.
  4. Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes.
  5. Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.
  6. Assemble equipment, and attach pipes, fittings, or valves, using hand tools.
CIP education codes
52.020547.060747.060847.060947.061548.0503

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