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Machine Learning Operations Engineer

Company: Helm
Location: Redwood City
Posted on: September 17, 2023

Job Description:

You will:
You will collaborate with researchers to perform research operations using existing infrastructure. You will use your judgment in complex scenarios and help apply standard techniques to a wide variety of technical problems. Specifically, you will:

  • Characterize neural network quality, failure modes, and edge cases based on research data
  • Maintain awareness of current trends in relevant areas of research and technology
  • Coordinate with researchers and accurately convey status of experiments
  • Manage a large number of concurrent experiments and make accurate time estimates with respect to deadlines
  • Review experimental results and suggest theoretical or process improvements for future iterations
  • Write technical reports indicating qualitative and quantitative results to external parties

    You have:

    • A sense of practical optimism: not all experiments are successful, but the ones that are more than make up for it!
    • Proficiency in Python
    • Proven ability to thrive in fast-paced environment
    • Ability to communicate complex technical concepts to colleagues and a variety of audience
    • Introspection, thoughtfulness, and detail-orientation

      The following are a plus, but not required:

      • Master's or Ph.D. in a related field and/or 3+ years of experience in a directly related field
      • Experience reading research papers and implementing the techniques therein
      • Computer vision and deep learning experience

Keywords: Helm, Redwood City , Machine Learning Operations Engineer, Engineering , Redwood City, California

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