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Role- AWS Neptune Expert. Location- San Antonio TX- Onsite. Contract.
Requirements:
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