
Building Scalable Cloud Infrastructure
2 days ago
Job Title: Cloud Infrastructure Architect
">As a Cloud Infrastructure Architect, you will play a pivotal role in designing, implementing, and optimizing cutting-edge infrastructure for critical GenAI workloads.
">- Design state-of-the-art GPU compute clusters to support business-critical applications.
- Implement comprehensive automated testing strategies and frameworks across unit, integration, API, and end-to-end levels.
- Develop robust performance testing frameworks to validate platform scalability and identify optimization opportunities.
- Plan comprehensive monitoring solutions with alerting systems to track platform health and ensure SLA compliance.
- Design specialized test frameworks for security controls and ensure compliance validation across payment and personal data.
- Architect scalable automation infrastructure that supports growing platform capabilities with consistent test environments.
- Troubleshoot system failures, diagnose root causes, and collaborate with internal and external partners to resolve issues.
- Optimize cluster operations for maximum reliability, efficiency, and performance.
Requirements:
- 6-8 years of experience working with developing ML infrastructure.
- 3+ years of hands-on experience building and deploying production-ready services on Kubernetes.
- A proven history of engaging with open-source projects.
- A collaborative spirit, demonstrated by prior work developing scalable software solutions for cloud services.
- Ability to effectively communicate complex technical designs and quality approaches across various mediums.
- Deep understanding of GPU computing and AI infrastructure.
- Strong passion for solving complex technical challenges and optimizing system performance.
- Working knowledge of cluster configuration management tools and infrastructure-level applications.
- Proficiency in programming with Python and Bash scripting.
Ways To Stand Out From The Crowd:
- Significant experience with sophisticated infrastructure tooling.
- Production-level experience across major cloud platforms.
- Ability to adapt to new technologies and frameworks in the ML/GenAI landscape.
- Strong track record of successfully refactoring and optimising software for deployment within Kubernetes environments.
- Comfort discussing core Kubernetes concepts.
- Comprehensive understanding of the CNCF landscape and its associated tooling.
- Ability to decompose complex problems into simpler sub-problems and leverage existing solutions for efficient implementation.
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