Demo

Machine Learning Systems Engineer

Acceler8 Talent
San Francisco, CA Full Time
POSTED ON 2/22/2025
AVAILABLE BEFORE 5/14/2025

Join Us to Transform AI and Enhance Productivity!

Become part of our exciting mission to revolutionize human-computer collaboration and streamline workflows through innovative AI products. Join a team that is at the forefront of shaping the future of enterprise operations by harnessing the power of Large Language Models (LLMs) to maximize organizational impact.

Your Contributions :

  • Collaborate to deliver engaging experiences leveraging Large Language Models.
  • Design Robust ML Systems :
  • Create and implement scalable machine learning and distributed systems specifically for LLMs.
  • Enhance Performance :
  • Innovate and optimize at the foundational stack levels, developing high-performance infrastructure with custom kernels.
  • Utilize Parallelism Techniques :
  • Develop advanced parallelism methods to facilitate efficient large-scale LLM distribution training.

Your Qualifications :

  • Experience in training LLMs using tools like Megatron, DeepSpeed, and deploying with vLLM, TGI, TensorRT-LLM, etc.
  • A solid understanding of the architectures of leading AI accelerators like TPU, IPU, HPU, along with their tradeoffs.
  • Proficiency in working with kernel languages such as OAI Triton, Pallas, and compilers like XLA.
  • Demonstrated experience in tuning LLM workloads, with familiarity in MLPerf or production workloads being a plus.
  • If you are driven by a passion for AI innovation and excited to explore the limits of technology, we welcome you to be part of our collaborative, forward-thinking team!

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