Monitor operational procedures in technical environments to ensure conformance to standards
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 | 9 occupations |
| Tool categories that apply | None |
| O*NET activity | Monitoring Processes, Materials, or Surroundings (4.A.1.a.2) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 9 occupations that perform it.
- Monitor projects during or after construction to ensure projects conform to design specifications.
- Follow strict safety procedures when handling toxic materials to avoid contamination.
- Evaluate laboratory safety procedures to ensure compliance with standards or to make improvements as needed.
- Supervise and monitor production processes to ensure efficient use of equipment, timely changes to specifications, and project completion within time frame and budget.
- Monitor laboratory work to ensure compliance with set standards.
- Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair.
- Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols.
- Evaluate fire station procedures to ensure efficiency and enforcement of departmental regulations.
- Verify that well field monitoring data conforms to applicable regulations.
- Monitor and observe experiments, recording production and test data for evaluation by research personnel.
- Follow policies and procedures for radiation workers to ensure personnel safety.
- Monitor instruments, gauges, or recording devices under direction of nuclear experimenters.
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
9 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 “Monitor operations to ensure adequate performance”. 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.