Machine Learning Engineer, Commerce Ads Ranking
San Jose, California, United States
USD 145K-250K (estimate) Mid-level Full Time
Tasks
- Apply multi task learning
- Build end to end generative recommendation
- Build sequence modeling
- Co design retrieval algorithms
- Design model structure
- Develop distributed training frameworks
- Enable synchronous training
- Handle ads cold start
- Implement LLM based learning paradigms
- Implement auto crossing
- Implement feature processing
- Implement mixture of experts
- Implement sample mining
- Implement sequence only recommendations
- Improve ads delivery efficiency in privacy-preserving environments
- Model delayed feedback
- Optimize ads delivery models
- Perform feature engineering
- Process long sequences
- Tune GPU performance
Perks/Benefits
- N/A
Skills/Tech-stack
Auto Crossing | Cold Start | Cold Start Modeling | Delayed Feedback Modeling | Distributed Training | Feature Engineering | Feature Processing | Feedback modeling | GPU tuning | Generative AI | Information Retrieval | Language Models | Large Language Models | Machine Learning | Mixture of Experts | Modeling | Multi-task Learning | Privacy-preserving | Privacy-preserving machine learning | Recommendation Systems | Sample Mining | Sequence Modeling | Synchronous Training
Education
N/A
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