data engineering , S3, Data Modeling, AWS Glue, Emr, Redshift, Sql, Data Integration, Lambda, Kinesis, Spark, Data Warehousing, Data Governance, Python, Etl, AWS, Data Lakes, FireHose, R, IAM roles and permissions

Apache Airflow, Spark, Apache Beam, Python, Data Platform Management, Data Layer Design, dbt, Google Cloud Ecosystem, Google Cloud Services, Data Pipeline Development

data modeling concepts, Databricks Unified Data Analytics Platform, data integration techniques, scripting and automation, cloud-based data storage and processing solutions

Scala, Apache Kafka, Databricks, Python, Sql, Databricks SQL, TimescaleDB, Structured Streaming, Great Expectations, Delta Live Tables, Unity Catalog

Python, Sql, data warehousing concepts and tools, Microsoft Applications, ETL tools and processes, data visualization tools

Databricks, DataFlow, Python, Sql, Airflow, dbt, Google BigQuery, Fivetran, Ascend.io

snowflake , Data Transformation, ELT, Sql Queries, Data Cleansing, MS SQL, Views, Etl, complex joins, data processing pipelines, stored procedures, temporary tables, Data Validation, CTEs

snowflake , Gcp, Azure, Python, Sql, AWS, Data lake architectures