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recommendation systems experimentation transformers ranking embedding📋 Description
- Lead a team of Backend, Data, and ML Engineers for recommendations
- Set technical direction for Home and Now Playing models
- Guide candidate generation, ranking, and embedding to boost discovery
- Partner with ML platform and infrastructure to scale generative models
- Collaborate with Product, Data Science, and Design to define success metrics
- Ensure reliable, low-latency systems at global scale
🎯 Requirements
- 5+ years in software or ML, with 2+ years leading a team
- Experience in recommendation systems: ranking, retrieval, embedding
- Build and operate ML systems in production at scale
- Familiar with deep learning and large language models
- Partner with cross-functional teams on complex projects
- Comfortable with experimentation and data-guided decisions
🎁 Benefits
- Health insurance
- Six months paid parental leave
- 401(k) retirement plan
- Monthly meal allowance
- 23 paid days off
- 13 paid flexible holidays
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