I'm on the same boat, but about SRE.

Basically every company have their own definition. For some companies, a SRE is just a traditional software engineer who happens to know how to use Kubernetes, where for others, a SRE is a "modern systems guy", with focus on IaC and automation.

Guess you're experiencing the same but regarding ML.