Gen AI Architect

Tata Consultancy Services-posted 3 months ago

$110,000 - $165,000/Yr

Hartford, CT

Professional, Scientific, and Technical Services

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The Gen AI Architect position is focused on leveraging advanced AI solutions and AWS services to build scalable applications. The role requires extensive programming experience, particularly in Python, and a strong understanding of various AI technologies and methodologies. The architect will be responsible for designing and implementing solutions that utilize AWS services and AI frameworks to enhance business processes and deliver innovative solutions.

Extensive programming experience with Python.
Experience with LLM orchestration Langchain is a must; DSPY and LlamaIndex is a plus.
Experience with AWS OpenSearch, DynamoDB, SageMaker, API Gateways, ECS/Docker is a plus.
Building scalable serverless applications (real-time / batch) on AWS stack (Lambda + step function).
Basic understanding of Natural Language Processing and Deep Learning.
Experience with CI/CD pipelines, Automated Testing, Automated Deployments, Agile methodologies, Unit Testing and Integration Testing tools.
Customization techniques across various stages of the RAG pipeline, including model fine-tuning and retrieval re-ranking.
Experience in embedding models, ANN/KNN, vector stores, database optimization, performance tuning, Retry/Circuit breaker (TPM/RPM).

8+ years of experience in relevant field.
Experience with AWS services (ECS, Lambda, SQS, RDS, CloudWatch etc.).
Experience with Gen AI solutions, AWS Bedrock, Sagemaker, GitHub Copilot/Amazon Q.

Experience with DSPY and LlamaIndex.
Experience with AWS OpenSearch, DynamoDB, SageMaker, API Gateways, ECS/Docker.

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