I'd say there's really no "linux roles" out there. Entry level or not. Everyone collectively decided "devops" was a big bright beautiful tomorrow and made devs learn release management and made ops people get lost (or become the developer they never wanted to be). Everyone shifted their focus towards "as code" solutions because the SRE book said nobody should log in to servers or something. So we hire people that know the abstractions instead and assume nobody really needs to go deeper than that.
It sucks, but learning the abstractions is how you're gonna have to get started. If you're already a linux nerd then you may benefit from understanding what the abstraction is doing under the hood.
If I was starting out right now, I'd go work through Kelsey Hightower's 'Kubernetes The Hard Way' and build functional kubernetes clusters from scratch on a couple of the cloud providers. Do not copy&paste anything from the blog. Every line, every command, by hand. Type out those CSRs and manifests! Recognize what each component you're setting up is and what it's used for. Like "what is the CCM and what's it responsible for?" Or "What's going on with every step of the kubelet bootstrapping process? What controllers are involved and what are they doing?" Read EVERYTHING under kubernetes.io/docs. Understand the relationships between all the primitives.
If you already have some linux, networking, and containers knowledge to build on top of, I think you could work through all of that in less than 4 weeks and have a better understanding of kubernetes than 80%+ of engineers at any level and crush a kubernetes focused interview.