The workshop is suitable for individuals with a basic understanding of cloud computing, data engineering, and Google Cloud. Familiarity with Google Cloud services and tools such as BigQuery, Dataflow, and Cloud Storage is beneficial. While prior certification is not mandatory, a solid foundation in data systems and programming is recommended.