Lead GenAi

3 weeks ago

Pune, Maharashtra, India Allianz Services Full time
  • Job Title - Lead Generative AI - Data Scientist
  • Experience Range - 05 to 10 Years
  • Job Location - Trivandrum or Pune

Overview

We are seeking a highly skilled and motivated Generative AI Engineer to lead initiatives at the intersection of AI agents, LLMOps, and scalable ML systems. You will play a pivotal role in building and deploying cutting-edge GenAI solutions, with a focus on autonomous agents and agent frameworks. If you're passionate about the evolving landscape of generative models, eager to push the boundaries of what's possible, and ready to lead a high-performing team — we want to hear from you.

Key Responsibilities

  • Design, develop, and implement AI agents capable of autonomous decision-making and action using frameworks like LangChain, langGraph, AutoGen, CrewAI, or other opensource frameworks such as mistral.
  • Architect, design, and deploy LLM-based applications across various domains.
  • Develop, experiment with, and validate Gen AI applications aligning with business objectives.
    • Model Development: Design, train, and optimize state-of-the-art generative AI models, including fine-tuning, prompt engineering, and model alignment techniques.
      • Integrate AI developments for productive use in existing workflows and solutions
      • Contribute to continuously improve and optimize AI solutions to enhance their accuracy, scalability, optimize computational and cost efficiency, and compliance with rules and standards.
      • Drive initiatives in LLMOps, including prompt management, fine-tuning workflows, evaluation, monitoring, and versioning.
      • Implement robust ML algorithms and pipelines to support GenAI functionality.
      • Ensure scalability, reliability, and performance of AI-driven solutions.
      • Collaborate with cross-functional teams including product, infrastructure, and design.
      • Mentor junior engineers and provide technical leadership to the AI team.
      • Stay ahead of the curve on research and innovation in generative AI and ML.

Required Skills & Experience

  • 6+ years of experience in AI/ML, with 2+ years in Generative AI or LLMs.
  • Hands-on experience with agent frameworks (LangChain, AutoGen, CrewAI, LLAMAIndex etc.).
  • Strong foundation in machine learning algorithms, NLP, and deep learning.
  • Proven expertise in LLMOps tools and techniques
  • Experience in AI Agents and Agentic AI is an added advantage
  • Experience is in Mistral Ai, AWS bedrock models [Claude , Nova, etc.,]
  • Experience in pydantic
  • Solid understanding of model deployment, containerization (Docker), and cloud platforms (AWS, GCP, or Azure).
  • Deep hands-on experience with Transformers and transformer-based
  • Programming proficiency in Python and relevant ML/AI libraries (PyTorch, Huggingface, etc.).
  • Experience leading and mentoring engineering teams.
  • Excellent communication, problem-solving, and collaboration skills.

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