Machine Learning Manager, Notifications Relevance
Tasks
- Analyze and iterate experiments
- Architect notifications relevance systems
- Collaborate cross-functionally with product and engineering
- Communicate roadmap and expectations to stakeholders
- Create engineering development plans
- Design, implement, and optimize machine learning models
- Develop and deploy models
- Lead budgeting optimization
- Lead candidate retrieval systems
- Lead ranking optimization
- Perform QA and experimentation
- Personalize notifications content
- Support distributed training and inference
Perks/Benefits
- 401k employer match
- Caregiving support
- Coaching benefits
- Family planning support
- Flexible vacation
- Gender-affirming care
- Generous paid parental leave
- Global benefit programs
- Healthcare benefits
- Income replacement programs
- Mental health support
- Paid volunteer time off
- Professional development
- Workspace support
Skills/Tech-stack
Artificial Intelligence | Deep learning | Distributed Training | Distributed inference | Machine Learning | Multi-Objective Optimization | Objective optimization | Personalization | PyTorch | Ranking | Ray | Real Time | Real-time Systems | Recommendation Systems | Reinforcement Learning | Retrieval | Time Systems
Education
N/A
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