Member of Technical Staff - Compute Platform
Reflection · San Francisco, CA · 1 mo ago
On-siteInformation TechnologyFull-time
About the role
The Compute Platform team at Reflection specializes in maintaining a K8s-based platform across multiple cloud environments. Your responsibilities will involve designing and iterating on the cluster management stack, implementing comprehensive monitoring and observability, and preparing the infrastructure for next-generation GPU deployments.
Responsibilities
- Cluster Management: Build and maintain tools for automatic remediation, topology-aware scheduling, capacity planning, and rapid hardware debugging.
- Platform Engineering: Design and refine the cluster management stack for large, multi-GPU fleets.
- Misson: Implement comprehensive cluster-wide monitoring, focusing on durability and active performance benchmarking.
- Roadmap Execution: Prepare the infrastructure for next-generation GPU deployments and increasingly larger cluster sizes.
- Long-term: Own multi-cloud storage, petabyte-scale data replication, and GPU-to-GPU network performance.
Requirements
- Systems-level engineering experience with a focus on cluster-wide behavior and maintenance.
- Strong coding ability and a demonstrated focus on systems or GPU infrastructure.
- Deep GPU hardware knowledge beyond standard Kubernetes, e.g., familiarity with NCCL.
- Alignment with a K8s-first architecture.
- Cloud storage expertise, specifically managing high-performance data products (like VAST) across multiple data centers, connecting those storage environments together and handling datasets and checkpointing at scale.
Qualifications
- Systems-level engineering experience with a focus on cluster-wide behavior and maintenance.
- Strong coding ability and a demonstrated focus on systems or GPU infrastructure.
- Deep GPU hardware knowledge beyond standard Kubernetes, e.g., familiarity with NCCL.
- Alignment with a K8s-first architecture.
- Cloud storage expertise, specifically managing high-performance data products (like VAST) across multiple data centers, connecting those storage environments together and handling datasets and checkpointing at scale.
Skills
- Systems-level engineering experience.
- Strong coding ability.
- Familiarity with GPU hardware and NCCL.
- Experience with K8s and cloud storage.
Benefits
- Top-tier compensation: Salary and equity structured to recognize and retain our talent globally.
- Stock options: Everyone who joins and contributes to Reflection's success gets to share in the upside through stock options.
- Health & wellness: Comprehensive medical, dental, vision, and life insurance, with an annual wellness allowance.
- Meals: Lunch and dinner are provided in the office daily.
- Life & family: 22 weeks paid parental leave for all new birthing and non-birthing parents, including adoptive and surrogate journeys.
- Vacation days: Unlimited paid time off in the U.S. and 30 days in the U.K.
- Sponsorship support: We sponsor visas to help exceptional talent join our team and support long-term immigration pathways where applicable.
- Team building: We have regular off-sites, happy hours, and team celebrations.
Pay
Top-tier compensation: Salary and equity structured to recognize and retain our talent globally.
Schedule
Unlimited paid time off in the U.S. and 30 days in the U.K.