Job Opportunity
We are seeking a highly skilled AI Solutions Architect to develop cutting-edge artificial intelligence solutions leveraging AWS Bedrock services.
The ideal candidate will design and implement advanced AI applications using AWS Bedrock services, create intelligent systems that extract insights from financial documents and unstructured data, build high-performance backend services using FastAPI with comprehensive test coverage, and optimize model performance, cost, and latency for production environments.
* Main Responsibilities:
* Create scalable API endpoints for model serving and implement Converse API interfaces.
* Design and implement GraphRAG architectures to enhance knowledge retrieval and reasoning.
* Develop efficient Python backend services using FastAPI with robust testing frameworks.
* Implement comprehensive test automation pipelines with robust coverage metrics.
Requirements:
* 3+ years' experience working with AI/ML services and Python backend development.
* Strong software engineering skills with FastAPI and RESTful API design.
* Expertise in Python testing frameworks including unittest, pytest, and testcontainers, with experience in load testing using Locust.
* Proficiency building and deploying Converse API interfaces for conversational applications.
* Experience implementing RAG and GraphRAG architectures for enterprise applications.
* Proficiency with AWS Bedrock services, including model deployment and integration.
* Experience with knowledge graphs and vector databases (OpenSearch, Neptune Analytics).
* Ability to implement evaluation frameworks for AI systems.
* Understanding of token optimization and cost management for AI services.