I'll echo this. I've been consulting as a data scientist for 1.5+ years and almost none of the work I've done has required large scale frameworks, even when clients assumed it was necessary.
That being said, I think it's important to understand the basics and have some grasp of these large frameworks so that you'll be more likely to know when they're appropriate.
