Measure ingredients or substances to be used in production processes with AI?

Mixing and Blending Machine Setters, Operators, and Tenders spend the most time on it, about 53m a shift. Of the 26 jobs that do it, 3 have AI or robot evidence.

Home / Tasks / Measure ingredients or substances to be used in production processes

In 3 of the 26 jobs that do this, AI or robots already show up on it, most often as robots doing it. In the other 23, there's no evidence yet. Jobs spend a median of 18m of an 8-hour shift on it, and about 2.0 million U.S. workers hold these jobs.

23No evidence yet
3Robots

Every job that does this

Each job words the task its own way. Minutes are that job's estimate for a typical shift; the label is the evidence for that job's version.

Job and its version of the taskPer shiftEvidence
Mixing and Blending Machine Setters, Operators, and TendersWeigh or measure materials, ingredients, or products to ensure conformance to requirements.53mNo evidence yet
BakersMeasure or weigh flour or other ingredients to prepare batters, doughs, fillings, or icings, using scales or graduated containers.45mNo evidence yet
Food BatchmakersSelect and measure or weigh ingredients, using English or metric measures and balance scales.43mNo evidence yet
Molders, Shapers, and CastersMeasure ingredients and mix molding, casting material, or sealing compounds to prescribed consistencies, according to formulas.36mNo evidence yet
Cooling and Freezing Equipment Operators and TendersMeasure or weigh specified amounts of ingredients or materials, and load them into tanks, vats, hoppers, or other equipment.36mNo evidence yet
Food Cooking Machine Operators and TendersMeasure or weigh ingredients, using scales or measuring containers.33mNo evidence yet
Metal-Refining Furnace Operators and TendersWeigh materials to be charged into furnaces, using scales.29mNo evidence yet
Biomass Plant TechniciansCalculate, measure, load, or mix biomass feedstock for power generation.24mRobots
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and PlasticWeigh and mix pelletized, granular, or powdered thermoplastic materials and coloring pigments.24mNo evidence yet
Crushing, Grinding, and Polishing Machine Setters, Operators, and TendersWeigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.23mNo evidence yet
Chemical Equipment Operators and TendersMeasure, weigh, and mix chemical ingredients, according to specifications.22mNo evidence yet
Biological TechniciansMeasure or weigh compounds and solutions for use in testing or animal feed.18mRobots
Biofuels Processing TechniciansCalculate, measure, load, or mix refined feedstock used in biofuels production.18mNo evidence yet
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and TendersMeasure or weigh materials to be refined, mixed, transferred, stored, or otherwise processed.18mNo evidence yet
Textile Bleaching and Dyeing Machine Operators and TendersWeigh ingredients, such as dye, to be mixed together for use in textile processing.18mNo evidence yet
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersMeasure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.17mNo evidence yet
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersWeigh or measure specified amounts of ingredients or materials for processing, using devices such as scales and calipers.17mNo evidence yet
Adhesive Bonding Machine Operators and TendersMeasure and mix ingredients to prepare glue.12mNo evidence yet
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and TendersMeasure, mix, cut, shape, soften, and join materials and ingredients, such as powder, cornmeal, or rubber to prepare them for machine processing.12mNo evidence yet
Photographic Process Workers and Processing Machine OperatorsMeasure and mix chemicals to prepare solutions for processing, according to formulas.7mNo evidence yet
Jewelers and Precious Stone and Metal WorkersWeigh, mix, and melt metal alloys or materials needed for jewelry models.6mNo evidence yet
Inspectors, Testers, Sorters, Samplers, and WeighersWeigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.6mNo evidence yet
Stationary Engineers and Boiler OperatorsWeigh, measure, and record fuel used.6mNo evidence yet
Coating, Painting, and Spraying Machine Setters, Operators, and TendersWeigh or measure chemicals, coatings, or paints before adding them to machines.6mRobots
Semiconductor Processing TechniciansMeasure and weigh amounts of crystal growing materials, mix and grind materials, load materials into container, and monitor processing procedures to help identify crystal growing problems.6mNo evidence yet
Plating Machine Setters, Operators, and Tenders, Metal and PlasticMeasure or weigh materials, using rulers, calculators, and scales.6mNo evidence yet

How to read this

This task type comes from O*NET's detailed work activities, which link similar tasks across jobs. A label applies to one job's version of the task: AI use comes from real AI conversations (Anthropic Economic Index) and robot evidence from deployments in real workplaces. "No evidence yet" may just mean the task is rare in the data. How we keep time.

See all 250 shared tasks, or find any job on the big clock.