Manager - Software Development (Gen AI, ML, Python)

10 - 16 years

12 - 22 Lacs

Posted:1 week ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

Role & responsibilities

  • Lead the architecture, development, deployment and implementation of AI systems incorporating generative models and agentic AI workflows, utilizing at least one cloud platform (Azure or GCP).
  • Build and optimize GenAI applications, including chatbots, copilots and AI agents using Python.
  • Collaborate with product teams to integrate AI solutions into platforms and customer-facing applications.
  • Evaluate and select models (e.g. OpenAI, Gemini, LLaMA etc.) and orchestration tools (e.g., LangChain, AutoGen) best suited to solution needs.
  • Demonstrate proficiency in vector databases (e.g., FAISS, Pinecone etc.) and the design of RAG (Retrieval-Augmented Generation) pipelines.
  • Stay abreast of advancements in GenAI, multi-agent systems, vector search technologies and large-scale retrieval-augmented architectures.
  • Define and uphold best practices for AI governance, cost optimization and robust performance monitoring.
  • Conduct ongoing performance tuning, debugging and root-cause analysis to ensure reliability of AI models and applications.
  • Design and maintain comprehensive monitoring and logging systems for AI-powered solutions.
  • Collaborate with cross-functional teams including data scientists, ML engineers and software developers to seamlessly integrate AI across the product landscape.
  • Document technical specifications, system workflows and development best practices.

Preferred candidate profile

  • Extensive experience in AI implementation incorporating generative models and agentic AI workflows.
  • Solid understanding of machine learning techniques and algorithms.
  • Strong knowledge of data structures, algorithms, and software design principles.
  • Healthcare domain experience is preferred.

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