AWS Neptune

7 days ago

Hyderabad, India Tata Consultancy Services Full time
Technical/Functional Skills -
Proficiency: AWS Neptune Database, AWS Neptune Analytics, S3, Snowflake, Graph database, AWS Cloud
Roles & Responsibilities
- 6+ years of experience
- Identify and select the data sources, Tables, Relationships between different entities in Snowflake.
- Establish a secure connection between Snowflake and AWS Neptune via AWS service stack by securing extracted data storing in S3 for transformation before loading into AWS Neptune.
- Collaborate with current platform team to understanding data structure to implement data extraction processes from Snowflake.
- Load the extracted data into AWS S3 for graph model transformation.
- Analyze the data, relationships, entities mappings to determine the necessary graph schema.
- Design nodes, edges, and properties for the graph schema using entities definitions.
- Implement the graph schema in AWS Neptune.
- Creating indexes to improve query performance
- Review and refine schema based on query patterns and performance based on mutually agreed design
- Define the transformation logic using DBT.
- Develop DBT models for data transformation.
- Schedule and automate the ELT pipeline using DBT and Snowflake.

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