One of the skills that you need to invest in as a data scientist is learning Docker. Docker is a containerization platform that can be used for a variety of purposes, including machine learning and data science.
We have published a series of articles on To Data & Beyond to start with Docker for data science:
Docker for Data Science Projects: A Beginner-Friendly Introduction