To me moving beyond senior means you enable the entire team to contribute together accomplish Big Memorable Things. This can mean a ton of things, which cannot all be served by a single senior+ engineer:
- mentorship
- seeking out, establishing, and evangelizing best practices, and not just coding best practices: architecture, documentation, testing, ci/cd etc
- high-level architecture knowledge and experience
- evaluating technology choices: tooling, databases, orchestration platforms, etc etc
- assisting management and product with scoping and prioritizing work
- the ability to put your head down and crank out a solution to something in code simply because it needs done and you can do it better and/or faster than others
- laying the framework of a greenfield project, maybe sketching out the codebase or POC for juniors to take and run with
- …and so on and so forth.
A single person may be able to contribute all these things to a team over a time frame of multiple years, but in a 3 or 6 month time frame, most mortal engineers could only contribute two or three.