Site Reliability Engineer, HPC / AI Infrastructure
Tesla Bangalore
Job Description
What To Expect
Tesla's Supercomputing/AI infrastructure team works directly with the high-performance computing and machine learning infrastructure on which our ML algorithms run; this includes virtual simulations, Autopilot hardware & silicon design. With the rapidly-growing need for more data and optimized compute resources, cluster builds are getting larger and increasingly complex.Continued development/automation of deployment, monitoring, self-healing and alerting processes is imperative to the success of our engineering groups. As the scope and impact of our Optimus, Full-Self-Driving (FSD) & Robotaxi efforts continue to scale, so does the value of this team and its work.
As a Site Reliability Engineer, you will be responsible for maintaining and improving our platform to ensure our Full-Self-Driving (FSD) & Optimus engineering teams have the necessary tools and resources to be productive. This includes managing/operating our AI infrastructure, monitoring compute/GPU/network metrics, Linux troubleshooting & performance tuning, and security.Your work will directly facilitate neural network training at scale & streamline FSD development.
What You'll Do- Support the AI/ML cluster infrastructure on GPU platforms, focusing on systems automation, configuration management and deployment at scale.
- Improve our monitoring & self-healing pipelines, as well as security posture.
- Optimize our server, storage and network performance.
- Develop new tools in Python, Golang or Bash/Shell.
- Use Infrastructure as Code best practices.
- Participate in 24x7 on-call rotation.
- Proficiency with Linux fundamentals and performance optimizations.
- Experience with Slurm, LSF and storage management of parallel file systems.
- Proficiency in Python, Golang and/or Bash.
- Experience with configuration management software (Ansible, etc.), systems monitoring & alerting (Prometheus, Grafana, Telegraf, Splunk, etc.).
- Experience with containerization technologies such as Kubernetes.
- Experience with high-throughput low-latency networks, GPU-based computing systems, and/or high-performance storage systems is a plus.
- Bachelor's Degree in Computer Science, Computer Engineering, Electrical Engineering, Physics or proof of exceptional skills in related field.
- 3+ years of additional equivalent experience or evidence of exceptional ability related to the position.
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