Data Science Manager, Machine Learning - Lyft Ads
Tasks
- Analyze large scale datasets for revenue growth
- Build production machine learning systems
- Define technical vision and roadmap
- Design develop and deploy advertising algorithms
- Drive data-driven decision-making
- Establish experimentation and causal inference frameworks
- Implement ad targeting and audience segmentation
- Integrate models into ad serving and measurement systems
- Lead and mentor multi disciplinary technical team
- Monitor and improve model performance in production
- Optimize bids and attribution models
- Stay current with computational advertising optimization research
Perks/Benefits
- 401k match
- Child care benefits
- Family building benefits
- Hybrid work flexibility
- Lyft Pink membership
- Lyft credits
- Medical, dental, and vision insurance
- Mental health benefits
- Paid parental leave
- Paid time off
- Pet benefits
- Subsidized commuter benefits
Skills/Tech-stack
Causal Inference | Data Pipelines | Experimental Design | Feature Engineering | Machine Learning | Model Monitoring | Model Serving | Optimization | PyTorch | Scikit-learn | Statistical Analysis | TensorFlow
Regions
Countries
States
Cities
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