Added
16 days ago
Type
Full time
Salary
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Related skills

python jax xla tpu pallas

πŸ“‹ Description

  • Raise the team's experimental velocity β€” make it faster to launch an experiment job, get a number
  • Maintain and evolve our JAX training framework, keeping it scalable and efficient for large-scale
  • Improve the data our models learn from: investigating quality issues, building the tooling to
  • Analyze the accuracy of production models, build evaluation harnesses, and work out which
  • Translate research prototypes into production-ready systems, refactoring and modernizing model
  • Optimize production inference for speech language models, both from a serving architecture

🎯 Requirements

  • Expert-level proficiency with JAX and TPUs, including the surrounding ecosystem (Flax, Optax, the
  • Measurement discipline. You define what success looks like before you start, you stay skeptical of
  • Appetite for the whole pipeline. Your core strength might be JAX and TPU performance, but when a
  • Strong experience optimizing inference systems for production, ideally with LLMs or speech models.
  • Deep understanding of distributed training at scale, modern deep learning systems, and ML
  • Familiarity with modern inference optimization techniques: continuous batching, KV-cache

🎁 Benefits

  • Salary range: $270,000 - $310,000
  • Pay equity for our team
  • Competitive compensation, benefit, and other reward opportunities
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