Senior Lead Generative AI Developer engineer

citi

pune NM Years Exp Posted 16d ago

Job Description

  • Collaborate with AI architects, leads, and stakeholders to design and implement generative AI solutions that address business challenges.
  • Develop, fine-tune, and optimize large language models (LLMs), leveraging both parameter-efficient techniques and full fine-tuning where applicable.
  • Implement and experiment with advanced generative AI methods, including prompt engineering and Retrieval-Augmented Generation (RAG).
  • Support the integration of AI models into production environments, ensuring robust deployment, scalability, and maintainability.
  • Contribute to the development and optimization of real-time and streaming AI solutions.
  • Stay current with the latest advances in generative AI and actively share knowledge with the team.
  • Ensure adherence to ethical AI guidelines, data privacy, and compliance standards.
  • Mentor junior team members, provide code reviews, and foster a culture of technical excellence.

Required Technical Skills:

  • Strong hands-on experience with LLMs and fine-tuning methods such as LoRA, QLoRA, Adapter/Prefix Tuning, and instruction tuning.
  • Practical knowledge of model optimization (compression, quantization) and familiarity with tools such as DeepSpeed, vLLM, GPTQ, or similar.
    • Proficient in prompt engineering and familiarity with prompt design tools/frameworks.

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