In my personal experience, it's absolutely necessary. Breaking changes are all over the place. I have non-dev coworkers who have built Python tools without any knowledge of package management, and it's a minefield getting it up and running.

For individualised shell usage, sure. I have global installations of common data science utilities like pandas and jupyter, or requests.

Reproducibility isn't just about deployment, it's also about coordination with colleagues.