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Red Hat (Switzerland) SARL
26d ago

Senior Machine Learning Engineer - Red Hat Inference(m/w/x)

Zürich
Full-timeOn-siteSenior
AI/ML
Data Science

Description

In this role, you will collaborate with product and research teams to develop cutting-edge deep learning software, focusing on model optimization and contributing to open-source AI solutions that drive enterprise success.

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Requirements

  • •Strong understanding of machine learning and deep learning fundamentals
  • •Experience in Computer Vision, NLP, or reinforcement learning
  • •Experience with tensor math libraries such as PyTorch and NumPy
  • •Strong programming skills in Python for machine learning solutions
  • •Ability to develop and implement research ideas and algorithms
  • •Experience with mathematical software, especially linear algebra
  • •Strong communication skills with technical and non-technical team members
  • •BS, MS, or PhD in computer science, computer engineering, or related field

Education

Bachelor's degree
OR
Master's degree
OR
Doctoral / PhD

Work Experience

approx. 4 - 6 years

Tasks

  • •Contribute to designing and developing inference optimization algorithms
  • •Create and manage training and deployment pipelines
  • •Benchmark and evaluate quantization and sparsification approaches
  • •Participate in technical design discussions
  • •Provide innovative solutions to complex problems
  • •Conduct thoughtful and prompt code reviews
  • •Mentor and guide other engineers
  • •Foster a culture of continuous learning and innovation
  • •Stay updated on advancements in quantization research

Tools & Technologies

PyTorchNumPy

Languages

English – Business Fluent

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