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AI Lead

AI Lead

ConfidentialBengaluru / Bangalore
30+ days ago
Job description

We are seeking an accomplished and forward-thinking AI / ML Lead to drive high-impact AI initiatives from ideation to production at scale. This role requires a blend of strategic vision, deep technical expertise, and leadership to architect and deploy cutting-edge AI / ML solutions that seamlessly integrate into enterprise systems. You will lead complex RD efforts, ensure alignment with business objectives, and foster a culture of continuous innovation while upholding ethical AI principles and compliance standards.

Key Responsibilities

Strategic AI Leadership Innovation

  • Define and execute the AI / ML strategy, aligning with organizational goals and business needs.
  • Drive research and development in NLP, deep learning, reinforcement learning, generative AI, and multimodal AI applications.
  • Stay at the forefront of AI advancements, evaluating emerging technologies and methodologies to enhance capabilities.

Technical Architecture AI Model Development

  • Architect and deploy scalable AI / ML models, including large language models (LLMs) and transformer-based architectures.
  • Implement MLOps best practices for CI / CD, automated model retraining, and lifecycle management.
  • Develop advanced AI solutions such as retrieval-augmented generation (RAG) and fine-tuning techniques (LoRA, PEFT).
  • Optimize AI / ML pipelines for distributed computing, leveraging cloud platforms and accelerators (GPUs / TPUs).
  • Cross-Functional Collaboration Integration

  • Work closely with data engineers, software developers, and product managers to integrate AI into production systems.
  • Translate complex AI concepts into actionable insights for business stakeholders.
  • Establish governance frameworks for ethical AI, ensuring compliance with industry standards.
  • Team Development Technical Mentorship

  • Guide and mentor AI engineers, fostering a high-performing and collaborative environment.
  • Lead AI-driven innovation within the organization, driving technical excellence and best practices.
  • Required Qualifications

  • Bachelors, Masters in Computer Science, AI, ML, Data Science, or related fields.
  • 9+ years of AI / ML experience, including 3+ years in a leadership or senior technical role.
  • Expertise in Python (NumPy, Pandas, scikit-learn), and proficiency in Java, Scala, or similar languages.
  • Deep understanding of deep learning frameworks (TensorFlow, PyTorch, JAX) and NLP libraries (Hugging Face Transformers).
  • Hands-on experience with MLOps, including containerization (Docker, Kubernetes), CI / CD, and model monitoring.
  • Well versed with Agentic AI.
  • Deep understanding on Langchain ecosystem.
  • Experience with distributed computing (Apache Spark, Ray) and large-scale dataset processing.
  • Proficiency in vector databases (FAISS, ChromaDB, Pinecone) for efficient similarity search.
  • Strong expertise in fine-tuning transformer models, hyperparameter optimization, and reinforcement learning.
  • Experience deploying AI solutions on AWS, Azure with hardware optimization for GPUs / TPUs.
  • Strong analytical, problem-solving, and communication skills to bridge technical and business perspectives.
  • Preferred Qualifications

  • Experience in regulated industries such as healthcare, biopharma.
  • Contributions to AI research, open-source projects, or top-tier AI conferences.
  • Familiarity with generative AI, prompt engineering, and advanced AI topics like graph neural networks.
  • Proven ability to scale AI teams and lead complex AI projects in high-growth environments.
  • Role :   Data Science & Machine Learning - Other

    Industry Type :   Pharmaceutical & Life Sciences

    Department :   Data Science & Analytics

    Employment Type :   Full Time, Permanent

    Role Category :   Data Science & Machine Learning

    Education

    UG :   Any Graduate

    PG :   Any Postgraduate

    Skills Required

    Deep Learning, Neural Networks, Scala

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