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Advanced Infrastructure Developer
3 weeks ago
Design and develop cutting-edge infrastructure for GenAI workloads running on cloud platforms. Leverage expertise in production-scale platforms within the GenAI or ML domain to drive business growth.
Key Responsibilities:- Implement state-of-the-art GPU compute clusters to support critical workloads.
- Develop comprehensive automated testing strategies and frameworks across unit, integration, API, and end-to-end levels for commerce flows.
- Create robust performance testing frameworks to validate platform scalability, resilience, and identify optimization opportunities.
- Develop comprehensive monitoring solutions with alerting systems to track platform health and ensure SLA compliance.
- Build a scalable automation infrastructure that supports growing platform capabilities with consistent test environments.
- Troubleshoot, diagnose, and perform root cause analysis of system failures, isolating components and failure scenarios in collaboration with internal and external partners.
- Optimize cluster operations for maximum reliability, efficiency, and performance.
- Over 3 years of hands-on experience in large-scale direct experience building and deploying production-ready services on Kubernetes.
- A proven history of engaging with and contributing to open-source projects.
- A collaborative spirit, demonstrated by prior work developing scalable software solutions for cloud services.
- The ability to effectively communicate complex technical designs and decisions with internal team.
- An understanding of GPU computing and AI infrastructure.
- A strong passion for solving complex technical challenges and optimizing system performance.
- Working knowledge of cluster configuration management tools such as BCM or Ansible, and infrastructure-level applications including Kubernetes, Terraform, and MySQL.
- In-depth understanding of container technologies like Docker and Containers.
- Proficiency in programming with Python and Bash scripting.
- Significant experience with sophisticated infrastructure tooling, including Kubernetes Cluster API, Terraform, Helm, and Operator Framework.
- Practical, production-level experience across major cloud platforms: Azure Cloud, Google Cloud Platform (GCP), or Amazon Web Services (AWS).
- A strong track record of successfully refactoring and optimizing software for deployment within Kubernetes environments.
- Understanding of the CNCF landscape and its associated tooling.
- The ability to decompose complex problems into simpler sub-problems and leverage existing solutions for efficient implementation, along with designing simple, self-sustaining systems.
- Experience leveraging AI/ML to proactively detect and resolve incidents, automate alert triaging, perform log analysis, and streamline repetitive workflows.