Train service staff
Little of this can be handed to software today.
The reporting and paperwork around management automate well. Directing, developing and evaluating people does not, and people do not accept it when it is attempted on them.
| How automatable | Barely automatable |
|---|---|
| Kind of work | Managing, training and developing people |
| Jobs that do it | 14 occupations |
| Tool categories that apply | Enterprise platforms |
| O*NET activity | Training and Teaching Others (4.A.4.b.3) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 14 occupations that perform it.
- Train workers in company procedures or policy.
- Inform staff of job responsibilities, performance expectations, client service standards, or corporate policies and guidelines.
- Train, supervise, schedule, and evaluate workers.
- Train workers in proper operational procedures and functions and explain company policies.
- Train new dealers.
- Participate in the hiring, training, scheduling, or supervision of alteration workers.
- Manage funeral home operations, including the hiring, training, or supervision of embalmers, funeral attendants, or other staff.
- Train or supervise other hairstylists, hairdressers, and assistants.
- Train other guides and volunteers.
- Perform general personnel functions, such as supervision, training, and scheduling.
- Supervise and coordinate the work activities of personnel, such as training staff members and assigning work duties.
- Supervise, train, and evaluate residence hall staff, including resident assistants, participants in work-study programs, and other student workers.
- Train staff in the use or sale of products, programs, or activities.
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.
Buy nothing. The reporting and paperwork around management run on whatever you already use for documents, and the part that is actually managing people does not automate at any price.
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.
The rest of the category
Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.
Enterprise platforms
Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.
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
14 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Childcare Workers
- Costume Attendants
- Entertainment and Recreation Managers, Except Gambling
- First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services
- First-Line Supervisors of Gambling Services Workers
- First-Line Supervisors of Passenger Attendants
- First-Line Supervisors of Personal Service Workers
- Gambling Dealers
- Hairdressers, Hairstylists, and Cosmetologists
- Morticians, Undertakers, and Funeral Arrangers
- Recreation Workers
- Residential Advisors
- Spa Managers
- Tour Guides and Escorts
Work that goes with it
O*NET groups these under “Train others on operational or work procedures”. 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.