NSXNational Skills ExchangeSign in
Back to Framework

Food Batchmakers

SOC 51-3092.00Job Zone 2 · Some Preparationv.26.05

Context coveredThis framework covers food batchmaking operations in an industrial food manufacturing setting, spanning ingredient handling, equipment operation, sanitation, documentation, and team leadership across entry-level through principal practitioner roles calibrated to Job Zone 2.

Emerging
Entry / Apprentice
  1. Basic recipes and formulasread and interpret under direct supervisor guidance in a food manufacturing facility.
  2. Ingredients for a batchselect, measure, and weigh using English or metric units and balance scales with close oversight on the production floor.
  3. Mixing and blending equipmentstart and stop by pressing switches and turning knobs following step-by-step instructions provided by a lead operator.
  4. Production batch recordscomplete and record ingredient quantities, temperatures, and time cycles under supervisor direction using facility-provided log sheets.
  5. Sanitation protocolsfollow established procedures to clean and sterilize vats and processing areas at the end of a production run.
  6. Food safety and personal protective equipment requirementsrecognize and apply during routine batchmaking tasks on the production floor.
  7. Equipment controls such as beaters and agitatorsidentify and operate at basic settings according to a recipe card under direct supervision.
  8. Quality attributes such as texture, color, and temperatureobserve and report deviations to a supervisor during an active production batch.
  9. Raw ingredient labels and specification sheetsread with comprehension to confirm correct materials are staged before mixing begins.
  10. Verbal instructions from lead batchmakerslisten actively and ask clarifying questions to correctly execute assigned steps in the batchmaking process.
Developing
Mid-level / Established
  1. Established batch recipesfollow independently to produce food products meeting specified flavor, texture, clarity, and color standards on a routine production shift.
  2. Mixing, blending, and cooking equipmentset up, operate, and tend with reduced oversight to process ingredient batches according to approved formulas.
  3. Ingredient measurements and batch weightsverify using calibrated scales and conversion between English and metric units with minimal supervision.
  4. Production and test data for each batchrecord accurately in facility logs or inventory management software, including temperature readings and cycle times.
  5. Minor equipment adjustmentsperform on beaters, extruders, and discharge pipes to maintain process parameters within acceptable ranges during a production run.
  6. Vat and processing area sanitationcomplete thoroughly and on schedule, applying sterilization standards in a food-grade manufacturing environment.
  7. Quality check observationsidentify off-specification sensory attributes such as color variation or abnormal viscosity and escalate findings using established reporting procedures.
  8. Ingredient staging and inventory countscoordinate and document using inventory management software to support uninterrupted batch production.
  9. Routine troubleshooting of process deviationsapply critical thinking to diagnose common causes, such as incorrect ingredient ratios or temperature drift, and apply corrective action.
  10. New or temporary production assistantsprovide clear verbal directions on batchmaking steps and safety requirements during a shared production shift.
Proficient
Senior / Expert IC
  1. Complex multi-ingredient batch formulasexecute autonomously across a full production shift, consistently achieving target flavor, bouquet, texture, and color specifications.
  2. Non-routine process deviations such as equipment malfunctions or out-of-specification batchesdiagnose and resolve independently, minimizing production downtime.
  3. Full range of batchmaking equipment including salt pumps, paddle mixers, and agitator-controlled vatsoperate and regulate with precision across varying product lines.
  4. Batch production records and test resultscompile, review for accuracy, and submit using ERP software in compliance with facility and regulatory documentation standards.
  5. Sanitation and food safety programsapply consistently and verify completion across an entire processing area, identifying gaps before they become compliance issues.
  6. Cross-functional coordination with quality, maintenance, and scheduling teamsfacilitate to ensure batch production targets and ingredient availability align across a production day.
  7. Recipe modifications required by ingredient substitutions or equipment changesevaluate for feasibility and implement within established food production standards.
  8. Apprentice and junior batchmakerscoach through hands-on demonstration and real-time feedback on technique, safety, and quality expectations during live production.
  9. Production efficiency opportunitiesidentify by analyzing batch cycle times, ingredient yield, and equipment utilization data across multiple runs.
  10. Regulatory and workplace safety requirements including public safety and HACCP principlesapply comprehensively across all batchmaking activities without prompting.
Advanced
Lead / Principal / Executive
  1. Batchmaking competency standards and training curriculadesign and implement to develop consistent operator capability across an entire food production workforce.
  2. Production formulas and process parametersauthorize and approve modifications, balancing product quality, cost efficiency, and compliance with food production regulations.
  3. Facility-wide batchmaking operationsoversee and optimize, setting performance targets and accountability structures across multiple shifts and product lines.
  4. ERP and inventory management systems for production trackingdirect configuration and use across the department to ensure accurate, real-time batch and materials data.
  5. Food safety culture and sanitation standardschampion at the organizational level by establishing protocols, auditing practices, and driving continuous improvement.
  6. Cross-departmental production planninglead by aligning batchmaking schedules, ingredient procurement, and quality control activities with broader organizational output goals.
  7. Operational risk related to equipment failure, supply disruption, or safety incidentsanticipate and develop contingency plans to protect batch production continuity.
  8. Performance of lead batchmakers and production assistantsevaluate systematically, provide structured feedback, and guide career development within the production function.
  9. Capital equipment selection and process improvement initiativesguide by applying deep knowledge of batchmaking mechanics, food production science, and operational data.
  10. Industry benchmarking and best-practice adoptionlead by monitoring advances in food production technology and integrating relevant innovations into facility-wide batchmaking operations.

AI-at-Work Competency Framework

A 4-level framework describing how a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline. Subscribe for $19.99/mo to read the full framework — or sign in if you have a subscription.

  1. Emerging
  2. Developing
  3. Proficient
  4. Advanced
Monthly subscription · Stripe-hosted · unlocks AI-at-Work and Pathsmith Durable Skills across the full library

Ten durable-skill domains mapped to four proficiency levels for this occupation. Subscribe to unlock the full Pathsmith Durable Skills Framework across all 1,016 occupations.

Monthly subscription · Stripe-hosted · unlocks AI-at-Work and Pathsmith Durable Skills across the full library
Show O*NET source anchors43 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

Suggest an O*NET correction

Source anchors that ground each statement

Related titles
Almond Paste Mixer · Back of House Team Member · Batch Blender · Batch Maker · Batch Mixer · Batcher · Batching Operator · Batter Mixer · Biscuit Maker · Blend Operator · Blender · Blender Operator
RAPIDS apprenticeships
O*NET skills
Operations MonitoringReading ComprehensionCritical ThinkingActive ListeningSpeakingCoordinationOperation and Control
Knowledge domains
Public Safety and SecurityFood ProductionProduction and ProcessingEducation and TrainingEnglish LanguageAdministration and ManagementMechanicalMathematicsComputers and Electronics
Abilities
Near VisionInformation OrderingOral ComprehensionControl PrecisionWritten ComprehensionProblem SensitivityPerceptual SpeedSelective AttentionManual DexterityAuditory Attention
Work styles
DependabilityAttention to DetailCautiousnessIntegrityStress ToleranceAchievement Orientation
Technology
Inventory management softwareOffice suite softwareEnterprise resource planning ERP software
Tasks · seed anchors for statements
  1. Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
  2. Clean and sterilize vats and factory processing areas.
  3. Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.
  4. Mix or blend ingredients, according to recipes, using a paddle or an agitator, or by controlling vats that heat and mix ingredients.
  5. Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.
  6. Give directions to other workers who are assisting in the batchmaking process.
  7. Select and measure or weigh ingredients, using English or metric measures and balance scales.
  8. Press switches and turn knobs to start, adjust, and regulate equipment, such as beaters, extruders, discharge pipes, and salt pumps.
CIP education codes
01.100301.1005

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.