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Lead Data Scientist
Lead Data ScientistConfidential • Delhi, India
Lead Data Scientist

Lead Data Scientist

Confidential • Delhi, India
30+ days ago
Job description

Lead the design and deployment of enterprise-grade generative AI systems, driving innovation in LLM orchestration, multimodal architectures, and scalable AI / ML pipelines. Own the full lifecycle from research to production, ensuring alignment with business objectives and ethical AI standards. This will be a hands-on individual contributor role as well as providing technical guidance to junior developers.

Key Responsibilities

  • Technical Leadership
  • Architect multi-LLM systems (e.g., Mixture-of-Experts, LLM routing) for cost-performance optimization.
  • Design GPU / TPU-optimized training pipelines (FSDP, DeepSpeed) for billion-parameter models.
  • Cloud-Native AI Development
  • Build multi-cloud GenAI platforms (Azure OpenAI + GCP Vertex AI + AWS Bedrock) with unified MLOps.
  • Implement enterprise security : VPC peering, private model endpoints, and data residency compliance.
  • Innovation & Strategy
  • Pioneer GenAI use cases : Agentic workflows, AI-driven synthetic data generation, real-time fine-tuning.
  • Establish AI governance frameworks : Model cards, drift monitoring, and red-teaming protocols.
  • Cross-Functional Impact
  • Partner with leadership to define AI roadmaps and ROI metrics (e.g., $ saved via AI-driven automation).
  • Mentor junior engineers and evangelize GenAI best practices across the organization.

Qualifications

  • Education : Bachelors / Masters in CS / AI or equivalent industry experience (5+ years in ML, 2+ in GenAI).
  • Technical Mastery :
  • Languages : Python.
  • Frameworks : Expert-level PyTorch, TensorFlow Extended (TFX), ONNX Runtime.
  • Cloud : Certified in Azure AI Engineer Expert and / or GCP Professional ML Engineer.
  • GenAI Expertise :
  • Shipped production GenAI systems (e.g., 10k+ QPS chatbots, code autocomplete at GitHub Copilot scale).
  • Advanced prompt / response engineering : Self-critique chains, LLM cascades, guardrail-driven generation.
  • Must-Have Experience

  • Cloud AI experience :
  • Azure : Designed solutions with Azure OpenAI , MLOps Pipelines , and Cognitive Search .
  • GCP : Scaled Vertex AI LLM Evaluation , Gemini Multimodal , and TPU v5 Pods .
  • High-Impact Projects :
  • Automation projects to reduce significant $$ costs.
  • Built RAGsystems with hybrid search (vector + lexical) and dynamic data hydration.
  • Led AI compliance for regulated industries (healthcare, finance).
  • Preferred Qualifications Additions

  • Certifications :
  • Azure : Microsoft Certified : Azure AI Engineer Associate.
  • GCP : Google Cloud Professional Machine Learning Engineer.
  • Experience with hybrid / multi-cloud GenAI deployments (e.g., training on GCP TPUs, serving via Azure endpoints).
  • Skills Required

    Pytorch, MLops, Python

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