Senior Data Scientist
Tasks
- Analyze offline metrics NDCG recall at k
- Analyze online metrics CTR conversion rate
- Build ML pipelines for production deployment
- Build graph based recommendation methods
- Build user behavior models
- Collaborate cross-functionally with product and engineering
- Collaborate on search recommendation advertising algorithms
- Deploy solutions at scale
- Design ranking models
- Develop personalization models
- Identify data and algorithm gaps
- Implement embeddings for recommendations
- Integrate LLM models into search pipelines
- Integrate embeddings into matching systems
- Iterate using real world feedback
- Monitor model performance
- Optimize recommendation models
- Prototype data science solutions
- Run A/B tests
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Behavior Modeling | Collaborative Filtering | Data Processing | Deep learning | Distributed data | Distributed data processing | Embeddings | Graph analytics | Information Retrieval | Language Models | Language Processing | Large Language Models | Machine Learning | MaxCompute | Natural Language | Natural Language Processing | Offline metrics | Online metrics | PyTorch | Python | Ranking | Recommender Systems | Scikit-learn | Search Algorithms | Spark | Supervised Learning | TensorFlow
Education
Roles
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