AWS Snowflake
Tasks
- Architect data ingestion from APIs RDBMS and SaaS
- Build CI/CD workflows
- Collaborate with data scientists and stakeholders
- Design and build ETL/ELT pipelines
- Design and optimize star schema and snowflake schema
- Develop and maintain data orchestration schedules
- Ensure data governance and compliance
- Implement AWS based ingestion using S3 Lambda and Kinesis
- Implement data validation, monitoring, and alerting
- Implement metadata driven dbt workflows
- Implement version control with Git
- Optimize Snowflake compute resources virtual warehouses
- Optimize Snowflake data delivery
- Set up automated testing with dbt
- Tune SQL queries for performance and cost
Perks/Benefits
- N/A
Skills/Tech-stack
AWS Glue | AWS IAM | AWS Lambda | AWS S3 | Airflow | Alerting | Amazon Kinesis | Amazon Web Services | Automation | CI/CD | Clustering | Continuous Deployment | Continuous integration | DBT | Dagster | Data Modeling | Data Sharing | Data Validation | ELT | ETL | Git | MSK | Metadata Driven | Metadata driven pipelines | Micro-partitioning | Monitoring | Prefect | Python | SQL | Secure Data | Secure Data Sharing | Snowflake | Snowflake Schema | Star Schema | Testing | Virtual Warehouse | Web Services | Zero copy | Zero-Copy Cloning
Education
N/A
Roles
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