Analytics engineering leaders must have a strong grasp of modern data warehousing solutions such as Snowflake, Google BigQuery, and Amazon Redshift. Mastery of these platforms enables them to design efficient data storage schemas, optimize query performance, and ensure scalability of analytics workloads.
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