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Posted 10 hours ago
Member of Technical Staff — TPU Systems
RadixArk
Requirements
3+ years experience in production ML systems, JAX/Torch, XLA, or TPU frameworks, Computer Science or Electrical Engineering degree, Python proficiency, Custom GPU/TPU kernel experience
Skills
JaxPython
About the role
Responsibilities
- Build high-performance inference and training systems using JAX/XLA/Pallas, including SGLang-JAX
- Push large-model workloads to the limits on the newest TPU hardwares
- Optimize end-to-end latency and throughput for LLM serving on TPU infrastructure
- Design and implement SPMD strategies for efficient distributed inference and training
- Design and implement Pallas kernels for operations that require customized low level control for best performance
- Profile and optimize XLA compilation pipelines and HLO graph transformations
- Collaborate with kernel engineers and compiler teams to achieve performance wins across the stack
- Contribute to open-source projects with TPU optimization guides, benchmarks, and architectural insights
Requirements
- 3+ years experience building production ML systems utilizing JAX/Torch, XLA, or TPU-focused frameworks
- Bachelor's or Master's degree in Computer Science, Electrical Engineering, or equivalent industry experience
- Deep understanding of XLA internals (HLO, MLIR, operator fusion, SPMD partitioning, and sharding strategies)
- Strong performance tuning instincts across compiler and runtime layers
- Experience with distributed inference systems (e.g. SGLang, vLLM) or training frameworks (e.g. Miles, Alpa, Pathways)
- Proficiency in Python with demonstrated ability to write high-performance, production-quality code
- Experience writing custom GPU/TPU/AI Accelerator kernels
- Familiarity with Pallas for kernel development is strongly preferred
About the Company
RadixArk is an infrastructure-first company built by engineers who've shipped production AI systems, created SGLang, and developed Miles. We are on a mission to democratize frontier-level AI infrastructure by building world-class open systems for inference and training.
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RadixArk · Palo Alto
