Responsibilities
- Collaborate with researchers and engineers to specify the availability, performance, correctness, and efficiency requirements of the current and future versions of our GPU infrastructure.
- Work with multiple GPU cloud providers to scale up, scale down, maintain and monitor our 000's GPUs in many clusters.
- Design and implement solutions to ensure the scalability of our infrastructure to meet rapidly increasing demands.
- Implement and manage monitoring systems to proactively identify issues and anomalies in our production environment.
- Implement fault-tolerant and resilient design patterns to minimize service disruptions.
- Build and maintain automation tools to streamline repetitive tasks and improve system reliability.
- Participate in an on-call rotation to respond to critical incidents and ensure 24/7 system availability alongside other infrastructure developers.
- Develop and maintain service level objectives (SLOs) and service level indicators (SLIs) to measure and ensure system reliability.
Experience
- Proven work experience 10+ yrs as an reliability engineer, production engineer, infrastructure software engineer or a similar role in a fast-paced, rapidly scaling company.
- Strong proficiency in GPU cloud infrastructure, including the underlying concepts of scheduling, scaling, cloud storage, networking and security.
- Proficiency in programming/scripting languages.
- Experience with containerization technologies and container orchestration platforms like Kubernetes or equivalent.
- Knowledge of IaC tools such as Terraform or CloudFormation or equivalent.
- Excellent problem-solving and troubleshooting skills.
- Strong communication and collaboration skills.
- Experience with observability tools; examples include DataDog, Prometheus, Grafana, Splunk and ELK stack or similar.
- Knowledge of security best practices in cloud environments.
- Good to have experience as an SRE within the AI/ML space is strongly preferred.
Compensation
- The pay range for this position in California is $200,000 - $250,000yr; however, base pay offered may vary depending on job-related knowledge, skills, candidate location, and experience. We also offer competitive equity packages in the form of stock options and a comprehensive benefits plan.
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