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Senior ML Systems Engineer

SGS Consulting

Job Responsibilities:

  • Engineer, design, implement, and improve highly scalable machine learning systems and tools for enabling research
  • Apply knowledge of relevant research domains, along with expert coding skills, to platform and framework development projects
  • Write clean and robust machine learning code
  • Create documentation and support users in ramping and getting productive with the libraries and tools built by the team.

Skills:

  • 5+ years of Python experience
  • 2+ years of Pytorch experience
  • 0-2 years of Distributed ML Training (FSDP/DDP) experience
  • 5+ years of Dataset / Pytorch DataLoader experience
  • 3+ years of OSS experience
  • Demonstrated software engineering experience via work experience, or widely used contributions in open source repositories (e.g. GitHub)
  • Prior contributions to open-source AI/ML projects

Education/Experience:

  • 2+ years of experience with deep learning
  • 2+ years of experience developing machine learning algorithms in Python or C/C++
  • Experience with machine learning frameworks such as PyTorch or Tensorflow
  • Experience working with large datasets and data pipelines
  • Solid understanding of algorithms, data structures, and software engineering best practices.
  • Demonstrated ability to work collaboratively in a fast-paced, team-oriented environment.
  • Excellent problem-solving and communication skills.
Vacancy posted more than 2 months ago
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