Senior Software Engineer, ML Evaluation Infra and Efficiency

Added
4 minutes ago
Type
Full time
Salary
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Related skills

python tensorflow machine learning distributed systems jax
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๐Ÿ“‹ Description

  • Design and build distributed evaluation platforms for large-scale ML evaluation workloads.
  • Profile evaluation platforms to identify bottlenecks and optimize inference speed and resource use.
  • Collaborate with ML engineers to understand evaluation needs and improve DevX of evaluation
  • Improve runtime goodput of ML inference workloads and efficiency of metric computations.
  • Implement and maintain ML infra tools (ML Pathways, JAX, Flume, TensorFlow).

๐ŸŽฏ Requirements

  • B.S. in Computer Science, Math, or 3+ years of experience.
  • Proficient in distributed systems design with ML efficiency focus.
  • Experience with ML frameworks (TensorFlow, JAX, XLA).
  • Strong Python and C++ programming skills.
  • Practical familiarity with profiling tools to find performance bottlenecks.

๐ŸŽ Benefits

  • Participation in discretionary annual bonus program and equity incentives.
  • Generous company benefits program subject to eligibility.
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