Machine Learning Engineering Manager

4 weeks ago

Palo Alto, California, United States Snapchat Full time
Job Description

Snap Inc. is a technology company that believes the camera presents the greatest opportunity to improve the way people live and communicate. We're looking for a Machine Learning Engineering Manager to join the Content Relevance team.

Key Responsibilities
  • Lead a team of machine learning engineers and software engineers in developing and optimizing our personalized video recommendation engine.
  • Define the overall architecture of the content recommender system, ensuring scalability, performance, and reliability.
  • Drive rapid iteration without compromising quality: work closely with infrastructure engineers to build robust machine learning infrastructure to support the recommender system.
  • Evaluate the technical tradeoffs in key decision-making processes to ensure optimal outcomes: conduct A/B testing and analyze performance metrics to continuously improve the recommender system.
Requirements
  • Deep understanding of machine learning approaches, algorithms, and their application to recommender systems.
  • Experience setting the direction for teams focused on developing online ranking and recommendation models.
  • Strong management and mentorship skills, fostering a collaborative and innovative team culture.
  • Excellent verbal and written communication skills, with meticulous attention to detail.
  • Ability to effectively collaborate with stakeholders at all levels, both internally and externally.
  • Proficiency in managing and solving ambiguous problems.
Preferred Qualifications
  • Experience with real-time recommendation systems.
  • Experience working with large-scale machine learning frameworks such as TensorFlow, Caffe2, PyTorch, Spark ML, scikit-learn, or related frameworks.
  • Experience working with distributed systems.
  • Experience working with machine learning, ranking infrastructures, and system designs.
  • Ability to proactively learn new concepts and apply them at work.
Benefits

Snap Inc. is committed to providing a comprehensive benefits package that includes paid parental leave, comprehensive medical coverage, emotional and mental health support programs, and compensation packages that let you share in Snap's long-term success.

Compensation is determined based on job-related skills, experience, qualifications, work location, and market conditions. The starting pay may be negotiable within the salary range for the position.

The base salary range for this position is $222,000-$333,000 annually in Zone A (CA, WA, NYC), $211,000-$316,000 annually in Zone B, and $189,000-$283,000 annually in Zone C.

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