AI Expert Leader

4 days ago

Bengaluru, Karnataka, India beBeeExpert Full time
Job Description

We are seeking an accomplished and forward-thinking AI/ML expert 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 research and development efforts, ensure alignment with business objectives, and foster a culture of continuous innovation while upholding ethical AI principles and compliance standards.

Key Responsibilities:
  • 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 and 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 and 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 and 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 Skills and Qualifications:

Bachelor's or Master's degree 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 and 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.

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