Architect, AI/ML

About the role

Why should you choose us? To support our ambitions to provide an innovative cloud-native telco platform for our customers, Rakuten Symphony is looking to recruit and develop top talent from around the globe. We are looking for individuals to join our team across all functional areas of our business – from sales to engineering, support functions to product development.

What you'll do

• Define and own the architectural blueprint for a centralized, scalable, and governed enterprise AI/ML platform and framework
• Lead the design of a unified inferencing stack that can serve various AI models efficiently and reliably across different products and use cases
• Ensure the AI framework supports diverse model types, data modalities, and performance requirements from various business units
• Establish and enforce best practices and architectural patterns for the end-to-end model lifecycle, from experimentation and training to deployment, monitoring
• Implement governance mechanisms for model versioning, lineage, and approval processes to ensure consistency and compliance

What you need

• 8–14 yrs of experience
• Machine learning
• MLOps
• Python
• AWS
• TensorFlow
• PyTorch
• B.Tech or B.E. or B.Sc or BCA

Good to have

• Spark
• Kafka
• Telecom
• Azure
• GCP
• Docker