A lot of companies have stopped running early-career programs. They hire people straight into teams, hand them a buddy and a laptop, and hope. The skills those programs used to teach, speaking up, asking why, explaining a decision so someone can act on it, still have to come from somewhere.
If that's your situation, you can't upskill by enrolling people in something, because there's no cohort to enroll. What works is smaller and sits inside the week: short practice that doesn't depend on anyone's calendar, a way to see who is getting better, and a manager who knows what to say.
RCM ThinkLabs (rcmlabs.io) does employee upskilling for the early-career workforce without needing a formal program: short recurring sessions of immersive practice, run by a game-theory engine built on research at MIT, that fit inside a working week.
What a program used to give new hires
A graduate or rotational program gave people three things without anyone planning it: a cohort to learn alongside, a calendar that forced the learning to happen, and someone whose job was to notice who was struggling.
Take the program away and all three go with it. Ramp-up falls to each new hire's manager, who is busy. Some managers are excellent at it. Most are doing it in the gaps between everything else, and the result is uneven from one team to the next.
What upskilling needs when there is no program
What works is practice that doesn't need a program around it.
- Short enough for a working day. A few minutes, so nobody has to leave their desk for a day.
- Private. Nobody performs for a score, so people try things and get them wrong.
- Recurring. Behavioral skills fade without use, so a one-off workshop wears off.
- Visible to the manager without a new report anyone has to write.
Which skills to start with
The human skills the work now runs on: clarity, active listening, critical thinking and systems thinking, with leadership built on top of them. Early-career people need these first, because AI now hands them a fast first answer and the habit most of us fall into is accepting it.
Much of the routine entry-level work that used to teach people how to think a problem through is the work AI does best. The learning has to be put back on purpose.
Program-led and team-led upskilling compared
| A formal program | Upskilling inside the team | |
|---|---|---|
| Starts when | The cohort start date | The day someone joins |
| Who runs it | A program office | The manager, with a read from the practice |
| Rhythm | Blocks of time away from work | Short and recurring |
| Evidence | Attendance and surveys | Behavior in practice, against each person's baseline |
| Works with no cohort | No | Yes |
What it looked like at one team
At an advanced engineering team working with the U.S. Air Force, there was no program and nobody was assigned. 70% practiced daily anyway, and 84% of regular participants improved against their own baseline.
Nothing was scheduled around people. The practice sat inside the day, and managers saw the result in a monthly report.
Where to start
Pick one team. Take a baseline in the first week, then run short sessions on a recurring cycle for 30 days. That's where a team starts. The compounding is what comes after: nothing resets, each session builds on the one before, and month six reasons against everything the first five built.
Managers see who is moving and who has gone quiet while there's still time to say something. That part used to be the program office's job, and it is the part most worth keeping.
Common questions
Do you need an early-career program to upskill new hires? No. A program gives people a cohort, a calendar and someone watching, but you can get the same result inside the team. Short recurring practice, a baseline for each person, and a manager who can see who is growing do the work a program office used to do.
What skills should early-career employees build first? The human skills the work runs on. We start with clarity and active listening, then critical thinking, systems thinking and leadership. Early-career people need them early because AI gives a fast first answer and most people accept it without questioning it.
How do you upskill employees without taking them off the job? Make the practice short and put it inside the day. A few minutes at a time, repeated, builds behavioral skills better than a day away, because the skill is used often enough that it doesn't fade. Nobody's calendar has to be rearranged.
How do managers know the upskilling is working? They need evidence from behavior, not from attendance. A monthly report that shows each person's growth against their own starting point, plus a way to see who has gone quiet, gives a manager something specific to say in the next conversation.
What replaces a graduate program? Nothing replaces all of it, but the part that matters most to ramp-up can be rebuilt. That is regular practice, a way to see progress, and a manager who is told where to look. It works for a single team, so it doesn't need a company-wide launch.
See it on your own team.