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5 часов назад

Distributed LLM Inference Engineer (AI)

170 000 - 245 000$
Формат работы
hybrid
Тип работы
fulltime
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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TL;DR
Distributed LLM Inference Engineer (AI): Building and optimizing batch and online inference solutions for large-scale machine learning with an accent on distributed systems, Ray Data integration, and open-source LLM engines. Focus on achieving low-cost, high-throughput, low-latency inference, integrating vLLM and contributing improvements to deep learning infrastructure.

Location: Hybrid in San Francisco or Palo Alto, United States

Salary: $170,000–$245,000 annual target base salary, plus equity

Company

hirify.global commercializes Ray, an open-source distributed computing platform for scalable machine learning applications.

What you will do

  • Develop and ship end-to-end batch and online inference solutions for open-source Ray users and hirify.global customers.
  • Integrate Ray Data with LLM engines and implement optimizations for large-scale machine learning inference.
  • Integrate open-source technologies such as vLLM into hirify.global solutions and contribute improvements upstream.
  • Implement and extend best practices from the open-source and research communities.

Requirements

  • Experience running machine learning inference at large scale with high throughput and low latency.
  • Familiarity with deep learning and frameworks such as PyTorch.
  • Solid understanding of distributed systems and machine learning inference challenges.
  • Ability to work in a hybrid arrangement in San Francisco or Palo Alto.

Nice to have

  • Machine learning systems knowledge and experience using Ray.
  • Experience with LLM engines such as vLLM or TensorRT-LLM.
  • Contributions to PyTorch, TensorFlow, Triton, TVM, or MLIR.
  • Prior experience working with GPUs or CUDA.

Culture & Benefits

  • Stock options and equity participation.
  • Healthcare premiums covered at 99% for employees and dependents.
  • 401(k) retirement plan, education and wellbeing stipend, and paid parental leave.
  • Fertility benefits, paid time off, commute reimbursement, and covered in-office meals.

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