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Tech Lead - Python / Generative AI

Tech Lead - Python / Generative AI

Resource Tree Global ServicesIndia
11 days ago
Job description

Description :

Required Experience :

  • 8+ years of experience in software engineering, with a minimum of 4 years in a technical leadership or architecture role.
  • Proven track record in building robust Python-based backend systems, using frameworks such as FastAPI, Flask, or Django.
  • Expertise in microservices architecture, distributed system design, and integration patterns.
  • Strong familiarity with cloud platforms such as AWS, Azure, or GCP, and practical knowledge of AI / ML services like SageMaker, Vertex AI, or Azure ML.
  • Architectural experience with vector databases (e.g., Pinecone, FAISS, Weaviate, Qdrant) for semantic search and RAG pipelines.
  • Understanding of DevOps practices, including Docker, Kubernetes, and infrastructure as code.
  • Knowledge of CI / CD processes, system security, and observability / monitoring frameworks.

GenAI & AI / ML Architecture Expertise :

  • Sound understanding of GenAI system components, including LLM lifecycles, embedding generation, prompt orchestration, and RAG architectures.
  • Ability to architect complete GenAI workflows, from context ingestion and enrichment to inference handling and post-processing.
  • Familiarity with API orchestration, agent-based design patterns, and semantic search strategies.
  • While direct data science work is not required, a strong grasp of AI / ML engineering principles and pipeline design is expected to ensure architecture aligns with model and data needs.
  • (ref : hirist.tech)

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