It is useful to learn a scripting language that it is common for data science tasks like Pytoh or R. Moreover, it could be useful to learn Excel and SQL. From the Mathematical background all you need is Statistics, Theory of Probabilities and a basic knowledge of Algorithms (e.g. Optimization).