Data Scientist, Algorithms - Driver Incentives
Tasks
- Analyze experimental data
- Analyze observational data
- Collaborate with engineers for production deployment
- Communicate findings to support launch decisions
- Construct statistical models
- Design traffic experiments
- Fit machine learning models
- Fit optimization models
- Frame problems with stakeholders
- Perform exploratory data analysis
- Run traffic experiments
- Write production modeling code
Perks/Benefits
- Child care benefits
- Commuter benefits
- Dental insurance
- Disability insurance
- Family building benefits
- Flexible paid time off
- Health insurance
- Health savings account
- Life insurance
- Mental health benefits
- Paid parental leave
- Pet benefits
- RRSP match
- Ride credits
Skills/Tech-stack
A/B | A/B Testing | B testing | Causal Inference | Data Aggregation | Data Analysis | Data Querying | Data Visualization | Experiment design | Exploratory Data Analysis | MATLAB | Machine Learning | Optimization | Python | R | Statistical modeling
Education
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