Direct operational or production activities still people

First-Line Supervisors of Production and Operating Workers spend the most time on it, about 1h 5m a shift. Of the 25 jobs that do it, 0 have AI or robot evidence.

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None of the 25 jobs that do this have AI or robot evidence for it yet. Jobs spend a median of 11m of an 8-hour shift on it, and about 4.1 million U.S. workers hold these jobs.

25No evidence yet

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
First-Line Supervisors of Production and Operating WorkersDirect and coordinate the activities of employees engaged in the production or processing of goods, such as inspectors, machine setters, or fabricators.1h 5mNo evidence yet
Laundry and Dry-Cleaning WorkersLoad articles into washers or dry-cleaning machines, or direct other workers to perform loading.50mNo evidence yet
Power Distributors and DispatchersDirect personnel engaged in controlling or operating distribution equipment or machinery, such as instructing control room operators to start boilers or generators.30mNo evidence yet
Water and Wastewater Treatment Plant and System OperatorsDirect and coordinate plant workers engaged in routine operations and maintenance activities.18mNo evidence yet
Industrial Production ManagersDevelop or enforce procedures for normal operation of manufacturing systems.16mNo evidence yet
Dental Laboratory TechniciansTrain or supervise other dental technicians or dental laboratory bench workers.13mNo evidence yet
Butchers and Meat CuttersSupervise other butchers or meat cutters.13mNo evidence yet
Team AssemblersSupervise assemblers and train employees on job procedures.12mNo evidence yet
Nuclear Power Reactor OperatorsAuthorize actions to correct identified operational inefficiencies or hazards so that operating efficiency is maximized and potential environmental issues are minimized.12mNo evidence yet
Food BatchmakersGive directions to other workers who are assisting in the batchmaking process.12mNo evidence yet
Stationary Engineers and Boiler OperatorsSupervise the work of assistant stationary engineers, turbine operators, boiler tenders, or air conditioning and refrigeration operators and mechanics.12mNo evidence yet
Rolling Machine Setters, Operators, and Tenders, Metal and PlasticDirect and train other workers to change rolls, operate mill equipment, remove coils and cobbles, and band and load material.12mNo evidence yet
Metal-Refining Furnace Operators and TendersDirect work crews in the cleaning and repair of furnace walls and flooring.11mNo evidence yet
BakersDirect or coordinate bakery deliveries.6mNo evidence yet
Cutting and Slicing Machine Setters, Operators, and TendersDirect workers on cutting teams.6mNo evidence yet
Biofuels Processing TechniciansCoordinate raw product sourcing or collection.6mNo evidence yet
Welding, Soldering, and Brazing Machine Setters, Operators, and TendersGive directions to other workers regarding machine set-up and use.6mNo evidence yet
Printing Press OperatorsControl workflow scheduling or job tracking, using computer database software.6mNo evidence yet
Structural Metal Fabricators and FittersDirect welders to build up low spots or short pieces with weld.6mNo evidence yet
Gas Plant OperatorsSignal or direct workers who tend auxiliary equipment.6mNo evidence yet
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersDirect crane operators and crew members to load vessels with materials to be processed.6mNo evidence yet
Petroleum Pump System Operators, Refinery Operators, and GaugersSynchronize activities with other pumphouses to ensure a continuous flow of products and a minimum of contamination between products.6mNo evidence yet
Chemical Equipment Operators and TendersImplement appropriate industrial emergency response procedures.6mNo evidence yet
Chemical Plant and System OperatorsDirect workers engaged in operating machinery that regulates the flow of materials and products.6mNo evidence yet
Quality Control Systems ManagersStop production if serious product defects are present.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.