Orchestration, S3, Metadata Management, Pyspark, PostgreSQL, Automated Testing, Data Modeling, Lambda, Advanced Sql, Python, RDS, release management, Dynamodb, SQL Server, Redshift, Data Quality, ECS, transformation standards, CI CD, AWS data services, ETL best practices, data cataloging, Step Functions, Monitoring, large-scale data processing, Glue

Pyspark, Scala, Apache Spark, Kafka, Oracle Goldengate, Jenkins, Terraform, Python, Airflow, Google BigQuery, Cloud Composer, GitHub Actions

snowflake , Data Lineage, Pyspark, Apache Spark, Sql, ELT, Data Quality, Goldengate, Data Lake, Databricks, Data Governance, Python, AWS, Etl, AWS DMS, Data Pipelines, Lakehouse, Observability

catalog , Orchestration, Data Modelling, PostgreSQL, Sql, Apache Airflow, Data Quality, Apache Cassandra, Data Governance, Agile, Aws Ec2, Python, Data Profiling, Etl, lineage, CI CD, MDM, Supabase, observability

Sql, ETL ELT fundamentals and best practices, CI CD pipelines for data deployments, Snowflake data warehousing including Time Travel and Fail Safe features, AWS services such as S3 Lambda Secret Manager IAM and CloudWatch, Configuration of monitoring alerting and data quality checks in cloud data platforms, Administration of Snowflake warehouses databases schemas and role-based security, dbt models macros and tests, Python for data engineering and automation

Apis, Adf, Scalability, Data Replication, Azure DevOps, data quality checks, Maintainability, database solutions, linked services, ETL operations, multi-region setups, Security, CI CD pipelines, cross-region API calls

Git, Gcp, Scala, Apache Spark, Apache Kafka, Databricks, Python, Spark Structured Streaming, Cloud SQL

Data Modelling, Pytest, T-sql, Adf, ELT, Spark, Data Architecture, Databricks, Python, Etl, Airflow, Auto Loader, Unity Catalog, Delta Lake, Structured Streaming

change data capture , Java, SQL Server, Spring Boot, Data Migration, Reconciliation, Messaging, relational database architecture, consistency models, SQL performance, distributed services, Transactions

Aws Lambda, Data Modelling, Vue, Amazon S3, Pyspark, AWS Glue, Sql, Microservices, Angular, Devops, React, Cloudwatch, Amazon Redshift, Iam, Rest Apis, Python, Redshift Serverless, Step Functions, EventBridge, AWS serverless technologies, CI CD practices