Measure ingredients or substances to be used in production processes.
Most of the output can be produced by software today.
Software can pull the data, run the comparison and write up what it found. The accuracy depends almost entirely on whether it is wired into the real system of record rather than a stale copy, which is the problem the tools and auth layer exists to solve.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Analysis and evaluation work |
| Jobs that do it | 26 occupations |
| Tool categories that apply | Builders, Tools and auth, Memory and knowledge, Generalist agents |
| O*NET activity | Estimating the Quantifiable Characteristics of Products, Events, or Information (4.A.1.b.3) |
What could do this work.
These are the categories of tool that address analysis and evaluation work, with a few live examples from our landscape. We name the category rather than promise that a specific product does your specific task, because that promise would not be true.
Builders
Tools and auth
Memory and knowledge
Generalist agents
Categories are matched from the kind of work, not from vendor marketing. Before committing to any of them, check that the tool can reach the system your record actually lives in. That connection, not the model, is where most of these projects stall.
Who does this work.
26 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Adhesive Bonding Machine Operators and Tenders
- Bakers
- Biofuels Processing Technicians
- Biological Technicians
- Biomass Plant Technicians
- Chemical Equipment Operators and Tenders
- Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
- Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
- Cooling and Freezing Equipment Operators and Tenders
- Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
- Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
- Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
- Food Batchmakers
- Food Cooking Machine Operators and Tenders
- Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
- Inspectors, Testers, Sorters, Samplers, and Weighers
- Jewelers and Precious Stone and Metal Workers
- Metal-Refining Furnace Operators and Tenders
- Mixing and Blending Machine Setters, Operators, and Tenders
- Molders, Shapers, and Casters, Except Metal and Plastic
- Photographic Process Workers and Processing Machine Operators
- Plating Machine Setters, Operators, and Tenders, Metal and Plastic
- Semiconductor Processing Technicians
- Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
- Stationary Engineers and Boiler Operators
- Textile Bleaching and Dyeing Machine Operators and Tenders
Work that goes with it.
O*NET groups these under “Measure physical characteristics of materials, products, or equipment”. In practice they tend to be done by the same person, in the same sitting.
Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.