Did they explain what kind of "cloud experience" you need for business intelligence and data analytics? Or where they on some

?
Those mainline AWS certs (cloud practitioner, solutions architect, sysops administrator) lean into the general tech/IT/IS domain. I can't see someone in business intelligence or data analytics needing broad knowledge in compute, networking, security, etc.
Being a DBA or DE are typically specialists. I would imagine needing more specialized knowledge in Spark, Snowflake, or some other data engineering framework.
You may need to reach out to someone in your company that already has one of those positions to see what qualifications you need.