Data Science, Machine Learning, Causality, Causal Inference, Python.
so knows probability theory and stats, but no background in causal inference, they would need to go through a course in causal inference (at least) to get the background to do it properly. That’s if they don’t need a course on probability, statistics, programming, etc. A minimum of a semester of