Cloud platforms are assumed knowledge for SRE roles. You don't need to memorize every service, but you must know the core services and how they fit together.
Most companies use AWS or GCP. Interviewers ask you to design systems using specific cloud services, compare options, and discuss tradeoffs. I'll focus on services that appear most often in SRE interviews.