Reddit is looking to improve user engagement with diverse media and content through machine learning models.
Requirements
- 6+ years of experience working with machine learning models at scale.
- 4+ years of hands-on experience with TensorFlow or PyTorch.
- End-to-End ML Lifecycle Experience: Proven ability in training, evaluating, and deploying large-scale models.
- Experience with Ads or Engagement Modeling is a plus, with a focus on media interactions.
Responsibilities
- Set Technical Vision and Strategy: Define and execute a roadmap for engagement modeling, balancing innovative modeling approaches with business objectives.
- Drive Technical Execution: Oversee the model development lifecycle from ideation to deployment, ensuring high standards of ML performance and robustness.
- Innovate in ML Architecture: Implement and optimize model architectures tailored to engagement prediction, leveraging deep learning and advanced ML techniques.
Other
- 2+ years of management experience leading ML-focused teams.
- Comprehensive Healthcare Benefits
- 401k Matching
- Workspace benefits for your home office
- Personal & Professional development funds
- Family Planning Support
- Flexible Vacation (please use them!) & Reddit Global Wellness Days
- 4+ months paid Parental Leave
- Paid Volunteer time off
