[lngnmn]

The real prerequisite for machine learning is a domain expertise.

Otherwise algorithms will learn nonsense and random correlations made from datasets of random noise.

Look at finance to see how it "works".

[sgt101]

Yup, the ability to understand what's going on and how it fits together is critical.

But also : can work in a team and leverage relationships for insight.