ML Infrastructure Architect

Role : Associate Architect - MLOps / LLMOps

Experience : 6 to 8 Years

Location : Bangalore / Mumbai (Hybrid)

Job Summary :

Join our dynamic team as a Platform Architect and leverage your expertise in production-scale platforms within the GenAI or ML domain . In this role, you'll be instrumental in designing, developing and maintaining cutting-edge build and test environments for critical GenAI workloads running on foundational cloud infrastructure.

You'll partner with architects to design and implement highly robust and scalable systems, while also providing crucial development support to SRE / Operations teams as they tackle complex distributed systems challenges at scale. We're seeking an engineer who champions Quantiphi's dedication to Cloud-Native development , with a particular emphasis on Kubernetes .

Job Responsibilities :

As a Platform Architect , you will play a pivotal role in designing, implementing, and optimizing our cutting-edge infrastructure. Your responsibilities will include :

• Designing and implementing state-of-the-art GPU compute clusters to support critical workloads.
• Designing comprehensive automated testing strategies and frameworks across unit, integration, API, and end-to-end levels for critical commerce flows.
• Developing robust performance testing frameworks to validate platform scalability, resilience, and identify optimization opportunities.
• Planning of comprehensive monitoring solutions with alerting systems to track platform health and ensure SLA compliance.
• Designing specialized test frameworks for security controls and ensuring compliance validation across payment and personal data.
• Architecting a scalable automation infrastructure that supports growing platform capabilities with consistent test environments.
• Troubleshooting, diagnosing, and performing root cause analysis of system failures, isolating components and failure scenarios in collaboration with internal and external partners.
• Optimizing cluster operations for maximum reliability, efficiency, and performance.

Job Requirements :

We are seeking a highly skilled and passionate Platform Engineer with :

Ways To Stand Out From The Crowd :

Candidates who possess the following will be highly competitive :