Senior Machine Learning Engineer, Content Recommendations

4 weeks ago


Culver City, California, United States Crunchyroll Full time
About Crunchyroll

We are a passionate community of anime and manga fans, and we're looking for a Senior Machine Learning Engineer to join our team. As a Senior Machine Learning Engineer, you will be responsible for designing and developing scalable, robust architectures for our recommendation system.

Our team is composed of experienced Machine Learning Engineers and Data Scientists who have already made a significant impact across our product offerings, content strategy, and user engagement metrics. We are dedicated to leveraging advanced machine learning techniques to continue transforming how users interact with and enjoy our offering of video contents and all other services.

Key Responsibilities:

  • Design and develop scalable, robust architectures for the recommendation system.
  • Identify, collect, and preprocess data from various sources to build comprehensive user profiles and content attributes.
  • Experiment, train, and deploy machine learning models that power personalized recommendations.
  • Implement systems to measure the effectiveness of recommendations and incorporate user feedback to improve model performance.
  • Ensure the reliability, efficiency, and scalability of the recommendation system through best practices in coding, testing, and deployment.

About You:

  • 5+ years of experience in designing and implementing large-scale recommendation systems.
  • Background in machine learning and recommendation system algorithms.
  • Proficiency in Python.
  • Experience with frameworks like TensorFlow, PyTorch, or similar.
  • Familiarity with GPU optimization and cloud computing platforms (AWS, Google Cloud, Azure).
  • Demonstrated ability to work with cross-functional teams including Engineering, Product, Content Acquisition and Programming, Consumer Insights, to name a few.
  • Experience conveying complex technical concepts to non-technical stakeholders.

Why You'll Love Working at Crunchyroll:

  • Great compensation package including salary plus performance bonus earning potential, paid annually.
  • Flexible time off policies allowing you to take the time you need to be your whole self.
  • Generous medical, dental, vision, STD, LTD, and life insurance.
  • Health Saving Account HSA program.
  • Health care and dependent care FSA.
  • 401(k) plan, with employer match.
  • Employer paid commuter benefit.
  • Support program for new parents.


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