ML Architect
Tata Consultancy Services
Bengaluru, Karnataka, India
Role: ML Architect
Experience: 10 to 15yrs
Notice Period: 60-90 Days
Work Location: TCS-Bangalore
Mode of Interview: Virtual
Responsibilities :-
- Experience in Machine Learning, AI, Data Science, and solution architecture.
- Strong expertise in designing scalable ML/AI architectures for enterprise applications.
- Hands-on experience with Python, TensorFlow, PyTorch, Scikit-learn, and ML frameworks.
- Experience building and deploying ML models using AWS, Azure, or GCP cloud platforms.
- Strong knowledge of MLOps, model deployment, monitoring, CI/CD, Docker, and Kubernetes.
- Expertise in data pipelines, feature engineering, model training, optimization, and model lifecycle management.
- Experience with Generative AI, LLMs, RAG, vector databases, and AI/ML APIs is highly desirable.
- Ability to define ML architecture standards, design patterns, security, scalability, and governance.
- Collaborate with Data Scientists, Data Engineers, Software Engineers, and business stakeholders to deliver production-grade AI solutions.
- Provide technical leadership, architecture reviews, mentoring, and guidance for end-to-end ML/AI initiatives.
- Note : Ex TCSer can't apply