Senior Staff Engineer - AI Data Path (California)
Data Direct Networks
We’re Looking for the Best and Brightest
We are the world’s leading data intelligence platform that reliably accelerates massive datasets for actionable real‑time insights. Join our team to help the best and brightest minds tackle the world’s biggest challenges in business, science, medicine, academia and government.
Do What Can’t be Done
For the past 20 years, our team has kept us at the forefront of storage technology and has provided the foundation for enabling researchers to push the limits of “what can be done.”
These innovations take research and discovery to the next level, enabling them to discover cures to disease, observe global warming patterns, model innovative automotive and aerospace designs, discover new sources of energy, make communities safer, and accelerate business results across a wide variety of industries.
DDN Helps Build Your Future, Too
At DDN, we understand our customers’ diverse needs. Whether you’re a data scientist, IT professional, executive, or researcher, our solutions empower you with cutting‑edge technology and unparalleled support.
Benefits
- Highly Competitive Vacation Plans
- Paid Holidays
- Bonus Programs
- Tuition Reimbursement
- Employee Referral Program
- Excellent Medical, Dental and Vision Benefits
- Paid Leave Programs
- Anniversary and Recognition Awards
Employment Type
Full time
Location Type
On-site
DDN is seeking a highly experienced Senior Staff Engineer specializing in AI Data Path & Storage to lead hands‑on development and integration of advanced storage systems with next‑generation AI inference pipelines. This role involves coding, prototyping, and rapidly iterating on solutions in close collaboration with architects to design and deliver high‑performance data movement architectures. You will leverage NVIDIA’s NIXL (Inference Transfer Library) alongside the Infinia Data Intelligence Platform to enable ultra‑low‑latency, high‑throughput data movement across GPU, memory, and distributed storage layers, including workloads involving KV cache management and vector database retrieval. The ideal candidate brings deep expertise in distributed storage, GPU data paths, and large‑scale system optimization, with a proven track record of building and shipping production‑grade AI infrastructure.
Key Responsibilities
- Lead the design and implementation of high‑performance data movement pipelines using NVIDIA NIXL across GPU, CPU, and storage tiers.
- Architect and drive integration of DDN Infinia with GPU‑accelerated inference platforms for large‑scale, real‑time AI workloads.
- Own end‑to‑end optimization of I/O paths between GPU memory and storage using technologies such as NVIDIA GPUDirect Storage, RDMA, and NVMe‑over‑Fabrics.
- Define and implement multi‑tier storage architectures (NVMe, SSD, object storage) optimized for inference latency, throughput, and scalability.
- Lead development of advanced KV cache management strategies, including offloading, prefetching, and persistence across distributed storage layers.
- Partner with AI/ML engineering teams to optimize inference performance in frameworks such as PyTorch and TensorFlow.
- Establish benchmarking frameworks and lead performance tuning efforts for storage and data movement in production inference environments.
- Diagnose and resolve complex system bottlenecks across storage, networking, and GPU subsystems.
- Influence architecture decisions for distributed inference systems, ensuring scalability, resilience, and efficient data locality.
- Drive engineering excellence through best practices in observability, performance monitoring, automation, and reliability engineering.
- Mentor junior engineers and provide technical leadership across cross‑functional teams.
Required Qualifications
- Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
- 12+ years of experience in storage systems, distributed systems, or performance engineering.
- Proven track record of architecting and delivering large‑scale, high‑performance infrastructure systems.
- Strong understanding of Linux I/O stack, filesystem internals, and storage protocols.
- Extensive hands‑on experience with NVMe, SSD optimization, and high‑performance storage environments.
- Strong experience with RDMA, InfiniBand, or other high‑speed data transfer technologies.
- Solid understanding of GPU computing concepts and CPU‑GPU data movement patterns.
- Proficiency in Python and/or C/C++, with advanced debugging, profiling, and performance tuning skills.
- Demonstrated ability to optimize latency‑sensitive, high‑throughput production systems.
Preferred Skills
- Hands‑on experience with NVIDIA NIXL or similar data movement frameworks.
- Experience with GPU‑aware storage pipelines and GPUDirect Storage.
- Strong understanding of AI inference systems, LLM serving architectures, and KV cache optimization.
- Experience with Retrieval‑Augmented Generation (RAG) pipelines and open vector search ecosystems.
- Background in high‑performance computing (HPC) or hyperscale distributed environments.
- Expertise in caching strategies, memory tiering, and data locality optimization.
- Experience designing disaggregated compute and storage architectures.
What You’ll Work On
- Leading the evolution of storage systems into GPU‑native data layers for AI inference.
- Building next‑generation distributed AI infrastructure using NIXL and Infinia.
- Driving performance breakthroughs in real‑time LLM inference at scale.
- Designing storage architectures for large‑scale AI datasets and retrieval systems.
We pride ourselves on our commitment to delivering tangible and consistent results.
Let’s Forge a Better Future, Together.
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