Data Science Team Leader
Tasks
- Build deep learning models for tabular data
- Collaborate with engineering on production stability and delivery
- Create prototype graduation process to core product
- Decide build vs buy for algorithms
- Design and execute A/B tests
- Design uncertainty estimation methods
- Develop predictive models
- Handle insufficient data prediction scenarios
- Implement prediction drift handling
- Lead machine learning roadmap
- Prevent model changes from becoming technical debt
- Use large language models and agents to improve output
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AI Agents | AWS | B testing | CatBoost | Cloud platform | DBT | Data Drift | Deep learning | Google Cloud | Google Cloud Platform | Language Models | Large Language Models | Machine Learning | Pandas | Predictive Modeling | PyTorch | Python | Snowflake | Uncertainty Estimation | XGBoost
Education
N/A
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