Senior Data Scientist, Marketplace
Tasks
- Analyze experimental and observational data
- Build and scale tooling for operational efficiency
- Build time-series forecasting models
- Collaborate to implement models in production
- Design live experiments
- Design simulated backtesting
- Develop machine learning models
- Fit and evaluate forecasting and machine learning models
- Frame business problems mathematically
- Monitor model and signal health
- Perform exploratory data analysis
- Write production model code
Perks/Benefits
- 401k match
- Child care benefits
- Family building benefits
- Lyft Pink membership
- Lyft credits
- Medical/Dental/Vision insurance
- Mental health benefits
- Paid parental leave
- Paid time off
- Pet benefits
- Subsidized commuter benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | Backtesting | Bias Variance | Bias-Variance Tradeoff | Data Aggregation | Data Querying | Data Visualization | Experiment design | Feature Engineering | Machine Learning | Model Evaluation | Python | Series forecasting | Time Series | Time Series Forecasting
Education
Roles
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