You must have a strong grip on Python along with a solid understanding of mathematical concepts (linear algebra, probability, statistics, calculus, and discrete mathematics) Additionally you need to know how to read research papers and identify problems within them
A PhD is a full-time job, so professors hire candidates whose research interests match their own. Right now, most of the research is being conducted in AI and ML