Job requirements:
- Expert level knowledge of Python, Pydantic, FastAPI, Docker
- Expert level knowledge AI frameworks LlamaIndex and/or Langchain
- Expert level knowledge of Azure and Azure Kubernetes, Container Registries, KeyVault
- Expert level knowledge of Github CICD workflows/actions
- Ability to debug Azure Kubernetes deployments, log in to pods, debug Secrets and Env Variables issues
- Advanced knowledge of Airflow, creating and trigging dags via API, debugging errors
- Advanced knowledge of LLMs, specifically OpenAI APIs, various parameters
- Advanced knowledge of RAG pipelines, all steps from extract to index
- Advanced knowledge of various retrieval strategies (semantic, hybrid, rerankers, etc.)
- Experience with both PGSql+Vector and Graph Databases
- Some knowledge of C#/.Net is a plus
Preferred qualifications:
- fastAPI as a technology
- RAG as a framework
- PG Vector
- Apache Airflow
- Apache JMeter
- GitHub
Optional:
- Azure Bus Services and Kubernetes
Key Skills
Ranked by relevance
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- Posted
- Dec 27, 2024
- Type
- Full-time
- Level
- Not Applicable
- Location
- Toronto
- Company
- HCLTech
Industries
Categories
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