How can a Senior Lead Business Analyst or Project Manager get in to AI career

I’m a project specialist working on telecom projects for over 7 years now (15 years overall exp) and I make data-based decisions to implement some of my projects.
Fortunate to use ML to deploy some of my projects and very interested in it.

Being a non-coder what are the pathways to work in AI-based roles ?
what roles and certifications to target for?
Many thanks for suggestions.