Lead Generative Ai Engineer

3 days ago

Pimpri, India AcquireX Full time

Location: Viman Nagar, Pune About AcquireX Be part of the AcquireX team that unleashes the power of leading-edge technologies to help improve e-commerce processes in the e-commerce world. Purpose Own our Generative AI technical vision. You will rapidly prototype and lead a dedicated team of two engineers to launch our company's first intelligent search and content automation systems. Role Summary We're looking for a hands-on Gen AI pioneer who can architect, code, and mentor. This is a "player-coach" role where you'll be building foundational systems while guiding your team. You will partner daily with product and engineering leadership to transform business goals into cutting-edge, shippable LLM-powered solutions. Key Responsibilities Architect & Build RAG Systems: Design, develop, and deploy sophisticated Retrieval-Augmented Generation (RAG) systems to power our next-generation search and discovery experience. Develop & Fine-Tune LLMs: Lead the development of advanced generative models for nuanced tasks like automated content creation, summarization, and metadata enrichment. Own the Gen AI Stack: Select, provision, and optimize our stack, leveraging managed services like Azure OpenAI or AWS Bedrock, or self-hosting models on GPU infrastructure. You will establish best practices for repo structure, CI/CD, and model/prompt versioning. Implement LLMOps: Embed robust observability using tools like OpenTelemetry and Prometheus. This includes tracking standard metrics (latency, cost, accuracy) and specialized monitoring for hallucination, toxicity, and data drift. Lead & Mentor: Hire, coach, and develop ML talent. Set the standard for high-quality code, rigorous experimentation, and rapid iteration within the Gen AI domain. Must-Have Skills - Production LLM Experience: 5+ years in Python with demonstrable success in productionizing LLM applications using modern frameworks like DSPY, LangChain, LlamaIndex, or Hugging Face Transformers. - RAG Expertise: Deep, practical knowledge of RAG architecture, including advanced prompt engineering, chunking strategies, and proficiency with vector databases (e.G., Pinecone, Weaviate, Milvus). - Cloud Proficiency: Expertise with managed LLM services (Azure OpenAI Service or AWS Bedrock). Strong foundational cloud skills in either Azure or AWS for compute orchestration (AKS/EKS), serverless functions, and storage. - MLOps Acumen: Solid experience with Docker, CI/CD pipelines (e.G., GitHub Actions, Argo), and model registries. - Leadership & Communication: Proven ability to lead small, highly technical teams and clearly communicate complex concepts to stakeholders. Nice-to-Have Skills - Experience with agentic workflows (e.G., AutoGen, CrewAI). - Familiarity with multi-modal models (text, image, etc.). - Knowledge of advanced LLM fine-tuning techniques (e.G., LoRA, QLoRA). - Strong SQL skills (especially with ClickHouse) and a keen eye for inference cost optimization.

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