Lead/ Senior Data Scientist
Ha Noi, Ha Noi, Vietnam
A CAD 160K-170K (estimate) Senior-level Full Time
Tasks
- Apply deep learning for recommendations
- Build guardrail metrics and growth simulation
- Build uplift and causal machine learning models
- Conduct insight workshops for stakeholders
- Create reproducible notebooks and dashboards
- Deploy models to production and monitor performance
- Design and analyze A/B tests
- Develop experimentation frameworks with ML engineers
- Develop quantitative models for user growth
- Develop reinforcement learning and contextual bandit models
- Enhance data pipelines and streaming data processes
- Manage access and security infrastructure
- Mentor junior data scientists
- Optimize data querying and processing workflows
- Optimize resource budget and exposure allocation
- Write research reports and propose product improvements
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Causal Inference | Contextual Bandits | Data Pipelines | Deep learning | Docker | Embeddings | Git | Language Processing | Machine Learning | Natural Language | Natural Language Processing | NoSQL | Python | Recommendation Systems | Reinforcement Learning | SQL | Seq2Seq | Streaming Data | Transformers | Uplift Modeling
Education
Roles
Data Scientist | Lead | Lead Data | Lead Data Scientist | Scientist | Senior Data Scientist
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