Pyspark, Azure Databricks, Sql, Encryption, Azure Data Factory, Terraform, Azure Synapse Analytics, Data Governance, Arm, Python, Azure DevOps, Azure Purview, ADLS Gen2, Compliance, Security, rbac, CI CD pipelines, Delta Lake, Bicep, Infrastructure-as-Code

Kinesis, AWS Glue, Aws Redshift, AWS, Glue Catalog, AWS EMR, AWS DMS

BigQuery, DataFlow, Advanced Sql, Python, Logging, Dataform, Batch and streaming data processing, Data Catalog, Cloud Monitoring, Data lakehouse architecture concepts, Pub Sub, Dataplex, IAM Security controls, Java or Scala, Data ingestion frameworks, Analytics Hub, Data modeling and warehousing principles, CDC and incremental processing

BigQuery, Data Modeling, Ci, Kafka, Sql, ELT, Apache Airflow, Git, Gcp, Docker, Python, Kubernetes, Etl, cd, Google Cloud Composer

Kinesis, AWS Glue, Aws Redshift, AWS, Glue Catalog, AWS EMR, AWS DMS

Spark SQL, Hive, Hadoop, Pyspark, Sql, Big Data Eco System Tools, object-oriented programming, HDFS

snowflake , Kafka, Automated Testing, Data Modeling, ELT, Python, AWS, Apis, Sql, Google Cloud, Spark, Databricks, Azure, Etl, Airflow, Reconciliation, traceability controls, industrial historians, OPC-UA, IEC protocols, Modbus, data-quality validation, dbt, SCADA systems, lineage monitoring, error handling

distributed file system , Debugging, OLAP, Tableau, Data Lake, Yarn, Sql Tools, Version Control, Gcp, Spark, Cloud Services, Vertica, AWS, Etl, Dremio, Data Analysis, Troubleshooting, Relational Databases, Apache Superset, Agile data structures, Monitoring

Power Bi, Apache Spark, AWS Glue, Tableau, Sql, Azure Data Factory, Docker, Azure, Python, Kubernetes, DevOps methodologies, Data governance frameworks, Matillion, Looker, Synapse, dbt, Data quality tools

Data Factory, Continuous Delivery, Pyspark, Kafka, Sql, Azure Sql, Continuous Integration, Pandas, Databricks, Python, Azure DevOps, ADLS gen2, Azure Key Vault, Microsoft Azure data services, Agile practices, Event Hubs, Delta Lake