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:

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• 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