Compliance-Bengaluru-Vice President-AI/ML Engineering
- Bangalore, Karnataka
- Permanent
- Full-time
- A Bachelor's, Master's or PhD degree in Computer Science, Machine Learning, Mathematics, or a similar field of study.
- Preferably 7+ years AI/ML industry experience for Bachelor's/Masters, 4+ years for PhD with a focus on Language Models.
- Strong foundation in machine learning algorithms, including deep learning architectures (e.g., transformers, RNNs, CNNs)
- Proficiency in Python and relevant libraries/frameworks such as TensorFlow, PyTorch, Hugging Face Transformers, scikit-learn.
- Demonstrated expertise in GenAI techniques, including but not limited to Retrieval-Augmented Generation (RAG), model fine-tuning, prompt engineering, AI agents, and evaluation techniques.
- Experience working with embedding models and vector databases.
- Experience with MLOps practices, including model deployment, containerization (Docker, kubernetes), CI/CD, and model monitoring.
- Strong verbal and written communication skills.
- Curiosity, ownership and willingness to work in a collaborative environment.
- Proven ability to mentor and guide junior engineers.
- Experience with Agentic Frameworks (e.g., Langchain, AutoGen) and their application to real-world problems.
- Understanding of scalability and performance optimization techniques for real-time inference such as quantization, pruning, and knowledge distillation.
- Experience with model interpretability techniques.
- Prior experience in code reviews/ architecture design for distributed systems.
- Experience with data governance and data quality principles.
- Familiarity with financial regulations and compliance requirements.