Evaluate quality of materials or products with AI?

Chemical Technicians spend the most time on it, about 50m a shift. Of the 23 jobs that do it, 4 have AI or robot evidence.

Home / Tasks / Evaluate quality of materials or products

In 4 of the 23 jobs that do this, AI or robots already show up on it, most often as robots doing it. In the other 19, there's no evidence yet. Jobs spend a median of 12m of an 8-hour shift on it, and about 5.0 million U.S. workers hold these jobs.

19No evidence yet
4Robots

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
Chemical TechniciansMonitor product quality to ensure compliance with standards and specifications.50mNo evidence yet
Team AssemblersPerform quality checks on products and parts.49mNo evidence yet
Gem and Diamond WorkersAssign polish, symmetry, and clarity grades to stones, according to established grading systems.47mNo evidence yet
Food Scientists and TechnologistsCheck raw ingredients for maturity or stability for processing, and finished products for safety, quality, and nutritional value.42mRobots
Water Resource SpecialistsConduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards.32mRobots
Commercial and Industrial DesignersEvaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.29mNo evidence yet
Costume AttendantsExamine costume fit on cast members and sketch or write notes for alterations.26mNo evidence yet
Food Science TechniciansTaste or smell foods or beverages to ensure that flavors meet specifications or to select samples with specific characteristics.25mNo evidence yet
Industrial Production ManagersSet and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.21mNo evidence yet
Quality Control AnalystsPerform visual inspections of finished products.12mNo evidence yet
Biomass Plant TechniciansAssess quality of biomass feedstock.12mRobots
Inspectors, Testers, Sorters, Samplers, and WeighersDiscard or reject products, materials, or equipment not meeting specifications.12mNo evidence yet
Printing Press OperatorsVerify that paper and ink meet the specifications for a given job.12mNo evidence yet
Crushing, Grinding, and Polishing Machine Setters, Operators, and TendersReject defective products and readjust equipment to eliminate problems.11mNo evidence yet
Supply Chain ManagersEvaluate and select information or other technology solutions to improve tracking and reporting of materials or products distribution, storage, or inventory.11mNo evidence yet
Quality Control Systems ManagersCollect and analyze production samples to evaluate quality.11mNo evidence yet
TapersCheck adhesives to ensure that they will work and will remain durable.6mNo evidence yet
Jewelers and Precious Stone and Metal WorkersGrade stones based on their color, perfection, and quality of cut.6mNo evidence yet
Shoe and Leather Workers and RepairersCheck the texture, color, and strength of leather to ensure that it is adequate for a particular purpose.6mNo evidence yet
Biofuels Processing TechniciansAssess the quality of biofuels additives for reprocessing.6mRobots
First-Line Supervisors of Food Preparation and Serving WorkersEvaluate new products for usefulness and suitability.6mNo evidence yet
Biofuels Production ManagersDraw samples of biofuels products or secondary by-products for quality control testing.5mNo evidence yet
Food Service ManagersTest cooked food by tasting and smelling it to ensure palatability and flavor conformity.5mNo 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.