Operate cooking, baking, or other food preparation equipment
Little of this can be handed to software today.
This happens in the physical world, so software agents do not touch it. Automation here means robotics and machinery, which is a different market from the one mapped on this site, on a much slower clock.
| How automatable | Barely automatable |
|---|---|
| Kind of work | Physical, manual and inspection work |
| Jobs that do it | 5 occupations |
| Tool categories that apply | None |
| O*NET activity | Controlling Machines and Processes (4.A.3.a.3) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 5 occupations that perform it.
- Place dough in pans, molds, or on sheets, and bake in production ovens or on grills.
- Operate or tend equipment that roasts, bakes, dries, or cures food items such as cocoa and coffee beans, grains, nuts, and bakery products.
- Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.
- Listen for malfunction alarms, and shut down equipment and notify supervisors when necessary.
- Operate or tend machines to mix or blend any of a wide variety of materials, such as spices, dough batter, tobacco, fruit juices, chemicals, livestock feed, food products, color pigments, or explosive ingredients.
- Set time and speed controls for mixing machines, blending machines, or steam kettles so that ingredients will be mixed or cooked according to instructions.
- Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.
- Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing.
- Turn valve controls to start equipment and to adjust operation to maintain product quality.
- Homogenize or pasteurize material to prevent separation or to obtain prescribed butterfat content, using a homogenizing device.
- Cool food product batches on slabs or in water-cooled kettles.
What we would actually use
Nothing in our landscape addresses this work. That is the honest answer rather than a padded list: this activity needs a person present, or a machine rather than a software agent.
Nothing on this site applies. Automation here is robotics and machinery, a different market on a much slower clock, and no software subscription moves it.
Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.
How people actually do it
No workflow names this activity yet, but these automate the same kind of work, with the prompts to paste and what to keep for yourself.
Who does this work
5 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
Work that goes with it
O*NET groups these under “Operate industrial processing or production 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.