Mix ingredients to create specific finishes
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 | 8 occupations |
| Tool categories that apply | None |
| O*NET activity | Performing General Physical Activities (4.A.3.a.1) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 8 occupations that perform it.
- Obtain or mix inks and fill ink fountains.
- Mix finish ingredients to obtain desired colors or shades.
- Weigh, mix, and melt metal alloys or materials needed for jewelry models.
- Melt metals or mix plaster, porcelain, or acrylic pastes and pour materials into molds or over frameworks to form dental prostheses or apparatuses.
- Mix pigments to match patients' skin coloring, according to formulas, and apply mixtures to orthotic or prosthetic devices.
- Select and mix ingredients to prepare coating substances according to specifications, using paddles or mechanical mixers.
- Mix paints to match color specifications or original colors, stirring or thinning paints, using spatulas or power mixing equipment.
- Mix and apply glazes to pottery pieces, using tools, such as spray guns.
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
8 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 “Prepare mixtures or solutions”. 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.