3 months ago
San Mateo, CA, USASenior / Staff+
Base Salary
$279k - $345k/yr
Responsibilities
- Bootstrap and maintain Kubernetes and cloud infrastructure for ML Platform serving, metadata, model registry, and pipeline orchestration components.
- Set technical strategy and oversee the development of high-scale, reliable infrastructure systems.
- Develop platform tooling that improves time to production for machine learning engineers and data scientists across the ML lifecycle.
- Build infrastructure for GPU fleet management, hybrid-cloud orchestration, and custom Kubernetes controllers and resources.
- Monitor industry trends in machine learning and infrastructure and guide adoption of leading technologies and practices.
- Partner with internal organizations to build tooling, interfaces, and visualizations for ML platform users.
- Investigate postmortems and identify weaknesses in complex systems while automating manual infrastructure processes.
Requirements
- At least 6 years of professional experience and strong system design experience building scalable, reliable platforms.
- Deep experience with Kubernetes and large-scale cluster management, including environments with hundreds to thousands of nodes and 100,000+ QPS; custom Kubernetes controller experience is preferred.
- Strong proficiency with Terraform for infrastructure as code across AWS, GCP, or similar cloud environments.
- Proficiency with Docker, Kubernetes, CI/CD systems, and cloud infrastructure bootstrapping.
- Experience across the ML model lifecycle, including model serving, training, model CI/CD, GPU resource management, and ML platform features.
- Bachelor's degree in Computer Science, Computer Engineering, Data Science, or a similar technical field, or equivalent practical experience.
Benefits
- Full-time employees are eligible for equity compensation and company benefits.
- Office-based roles are onsite Tuesday through Thursday, with optional presence on Monday and Friday.
- The role is based at the San Mateo, California headquarters when designated as a headquarters-based position.
Categories
About Roblox
Roblox builds a platform for user‑generated 3D experiences, offering Roblox Studio for creators and a social marketplace where players explore and interact across devices. Its business model centers on virtual currency (Robux) and subscriptions, platform fees paid to creators, and an expanding advertising offering. Founded in 2004 and headquartered in San Mateo, California, Roblox Corporation is publicly traded on the NYSE under the ticker RBLX.