Senior Machine Learning Engineer - Personalization
Tasks
- Build embedding models for music recommendations
- Define success metrics and run A B experiments
- Design recommendation models
- Develop generative recommendation models
- Develop recommendation candidate generation and ranking models
- Establish ML systems testing and experimentation best practices
- Improve reward signals and recommendation quality
- Integrate and test new signals in recommendation systems
- Partner with ML and AI infrastructure teams
Perks/Benefits
- 401k retirement plan
- Flexible holidays
- Health insurance
- Meal allowance
- Paid parental leave
- Paid sick leave
- Paid time off
Skills/Tech-stack
A/B | A/B Testing | AWS | Apache Beam | Apache Spark | B testing | Data Processing | Distributed data | Distributed data processing | GCP | Generative AI | Hugging Face | Java | Language Models | Large Language Models | Machine Learning | Optimization | PyTorch | Python | Ray | Recommendation Systems | Scala | Sequential Models | Statistics | Transformers
Education
N/A
Regions
Countries
States
Cities
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