Working knowledge of the modern data ecosystem, including cloud data platforms (Snowflake, Databricks, GCP/BigQuery), data pipelines, and data warehousing concepts, sufficient to engage credibly with data engineers, architects, and data scientists. Aimpoint Digital is a premier global date and AI consulting firm with a mission to drive business value for clients through expertise in data strategy, data analytics, decision sciences, and data engineering and infrastructure.