AWS Neptune Expert
• 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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