Data Scientist - Inference, Safety and Customer Care
Tasks
- Build causal machine learning models
- Collaborate with product engineering operations analytics
- Communicate findings to stakeholders
- Design causal inference frameworks
- Drive data informed launch decisions
- Estimate heterogeneous treatment effects
- Implement causal inference statistical models
- Measure causal impact of interventions
- Optimize tradeoffs between objectives
- Quantify long term effects on retention
Perks/Benefits
- Child care benefits
- Disability benefits
- Family building benefits
- Flexible paid time off
- Health care savings account
- Health/dental coverage
- Life insurance
- Lyft ride credits
- Mental health benefits
- Paid parental leave
- Pet benefits
- RRSP plan with company match
- Subsidized commuter benefits
Skills/Tech-stack
Causal Inference | Causal ML | Experimental Design | Heterogeneous Treatment Effect | Large Scale Data | Large-scale | Python | SQL | Statistical modeling | Uplift Modeling
Education
Roles
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