Job Title: Senior Data Engineer /AI
Location: Remote
Job Overview
Please be advised that this is just a brief of what the client need..
This project will design and implement an AWS-native version of Clover AI as a natural-language sales analytics assistant for Stew Leonards.
The scope includes re-platforming the AI, data ingestion, analytics and application layers from the current OpenAI + on-premises SQL Server implementation to an AWS architecture centered on Amazon Bedrock and Amazon Redshift. The engagement covers configuration, implementation, and validation activities necessary to achieve the agreed performance objectives for the Clover AI sales use case.
Broadly, this project s scope covers:
AI layer: Replace the existing OpenAI integration with Amazon Bedrock, so that the Clover AI chat application can turn natural language questions into SQL queries against Amazon Redshift, using an AWS-hosted knowledge base for schema understanding.
Data layer: Implement an ingestion pattern where POS data from Amazon S3 is loaded into a dimensional sales model in Amazon Redshift using AWS Glue.
Application layer: Deploy the Clover AI application on AWS with all changes needed to ensure it runs against the data layer per acceptance criteria