Certificates that validate this skill
AWS Certified Database – Specialty (DBS-C01)
Provider: Amazon Web Services (AWS)
AWS Certified Data Analytics – Specialty (DAS-C01)
Provider: Amazon Web Services (AWS)
Microsoft Certified: Azure Data Engineer Associate (DP-203)
Provider: Microsoft
Google Cloud Certified: Professional Data Engineer
Provider: Google Cloud
Oracle Database Administration (Fundamentals)
Provider: Oracle
Provider: Snowflake
Provider: Snowflake
Microsoft Certified: Azure Data Fundamentals (DP-900)
Provider: Microsoft
Microsoft Certified: Azure Database Administrator Associate (DP-300)
Provider: Microsoft
Data Engineering on AWS (Foundations)
Provider: Amazon Web Services (AWS)
SAP BW / Data Warehousing Foundations
Provider: SAP
Databricks Lakehouse Fundamentals
Provider: Databricks
Snowflake Data Engineering Foundations
Provider: Snowflake
IBM Data Engineering Foundations
Provider: IBM
How to prove this skill
Combine recognized certificates with project examples, measurable outcomes, and a concise explanation of how you applied this skill in real work.