Eventual is seeking a Systems Engineer to join the Dataloading team in a hybrid role based in San Francisco, California, United States. You will design and build the video-native dataloader that turns multimodal video corpora into tensors available on the GPU at line rate, implementing rank-aware sampling, NVMe caching, video and sensor co-loading, and random-access into clips. You will optimize the full data path from object store through NVMe, page cache, host RAM, and device RAM, eliminating unnecessary copies and stalls. You will work with the latest hardware (H100, B200, GB200, NVL72) and collaborate with partner labs and large public AI companies to meet bandwidth requirements such as Vera Rubin. This is a systems engineering role focused on performance; you will learn NVL72, CUDA, and SLURM as needed. You will work cross-team with Storage Infrastructure on the index/format boundary and with Visual Understanding on model-output ingestion.
Eventual is seeking a Systems Engineer to join the Dataloading team in a hybrid role based in San Francisco, California, United States. You will design and build the video-native dataloader that turns multimodal video corpora into tensors available on the GPU at line rate, implementing rank-aware sampling, NVMe caching, video and sensor co-loading, and random-access into clips. You will optimize the full data path from object store through NVMe, page cache, host RAM, and device RAM, eliminating unnecessary copies and stalls. You will work with the latest hardware (H100, B200, GB200, NVL72) and collaborate with partner labs and large public AI companies to meet bandwidth requirements such as Vera Rubin. This is a systems engineering role focused on performance; you will learn NVL72, CUDA, and SLURM as needed. You will work cross-team with Storage Infrastructure on the index/format boundary and with Visual Understanding on model-output ingestion.
What we look for - Obsession with systems-level performance; you can recite Jeff Dean's "numbers every programmer should know" in your sleep; you eat flamegraphs for breakfast. Strong opinions on io_uring. Proficiency in Rust, C++, or C. Robust familiarity with operating systems — page cache, scheduling, syscalls, NUMA, memory hierarchies. A sense for where bytes actually go (NVMe vs memory vs network vs PCIe vs NVLink) and the throughput and latency budgets of each. - Nice to have: Experience working with GPUs is a plus, but not required on day one. Experience with SLURM, Kubernetes for GPU workloads, or other HPC schedulers. Hands
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What we look for - Obsession with systems-level performance; you can recite Jeff Dean's "numbers every programmer should know" in your sleep; you eat flamegraphs for breakfast. Strong opinions on io_uring. Proficiency in Rust, C++, or C. Robust familiarity with operating systems — page cache, scheduling, syscalls, NUMA, memory hierarchies. A sense for where bytes actually go (NVMe vs memory vs network vs PCIe vs NVLink) and the throughput and latency budgets of each. - Nice to have: Experience working with GPUs is a plus, but not required on day one. Experience with SLURM, Kubernetes for GPU workloads, or other HPC schedulers. Hands
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