Citi
Technology
EngineeringLeadAnalyst-C13-PUNE
Neural analysis suggests this role is
optimal for Senior candidates.
“Engineering Lead Analyst - C13 - PUNE at Citi. Skills: Generative AI, LLMs, fine-tuning, prompt engineering. Design and implement generative AI solutions. Develop, fine-tune, and optimize LLMs”
What You'll Achieve.
Enhance automation; Enhance operational efficiency; Deliver scalable AI solutions
Industry & Context.
Address business challenges
What They're Looking For.
Must Have
LLMs, fine-tuning methods, LoRA, QLoRA, Adapter/Prefix Tuning, instruction tuning, model optimization, compression, quantization, prompt engineering
Nice to Have
DeepSpeed, vLLM, GPTQ
What You'll Do.
Design and implement generative AI solutions
Implement advanced generative AI methods
Support integration of AI models
Contribute to AI solutions development
Stay current with generative AI advances
Ensure adherence to AI guidelines
Mentor junior team members
How You'll Work.
Team & Collaboration
Collaborate with AI architects; Collaborate with leads; Collaborate with stakeholders; Collaborate with cross-functional teams; Share knowledge with the team
Full Job Description
**Job Overview:** We are seeking an experienced Senior Generative AI Developer to help drive the design, development, and integration of state-of-the-art Generative AI solutions across our enterprise Controls Technology platform. You will collaborate with cross-functional teams, contribute deep technical expertise, and play a key role in delivering scalable AI solutions to enhance automation and operational efficiency. **Key Responsibilities:** * 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. \------------------------------------------------------ ## **Job Family Group:** Technology \------------------------------------------------------ ## **Job Family:** Systems & Engineering \--------------------------------------
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