ML Ops Associate Consultant

3 - 6 years

15 - 20 Lacs

Posted:None| Platform: Naukri logo

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Work Mode

Hybrid

Job Type

Full Time

Job Description

Role & responsibilities

  • Experience in MLOps and building industrialized ML pipelines (esp. within Azure and Databricks env.)
  • Understanding of coding standards (PEP8, etc.), unit tests, ML Pipeline architecture design best practices
  • Creating GenAI pipelines such as answering engines, document extraction, and content authoring
  • Strong knowledge in developing RAG-based pipelines using frameworks like LangChain & LlamaIndex
  • Good understanding of various LLMs like Azure OpenAI and proficiency in their effective utilization
  • Expertise in crafting and optimizing prompts using different strategies, including providing context and zero-shot techniques
  • Solid working knowledge of the engineering components essential in a Gen AI application, including Vector DB, caching layer, chunking, and embedding
  • Must Have Skills:

    Python, AWS/Azure, Data Science, MLOps, Gen AI tools (Azure Open AI, Langchain, vector DB)
  • Good to Have:

    DevOps, CI/CD, Kubernetes.

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