Machine Learning Engineer
Description For Machine Learning Engineer
DoorDash is seeking a Machine Learning Engineer to join their Forecasting Platform team to enhance their three-sided marketplace of consumers, merchants, and dashers. This role offers a unique opportunity to impact millions of users by developing ML models that improve operational efficiency. The ideal candidate will have strong expertise in statistical modeling and machine learning, with experience in production environments. You'll work on critical projects across supply/demand matching, auto-scaling infrastructure, and support optimization while contributing to the development of an internal decision platform for time series. The position offers competitive compensation ranging from $137,100 to $299,300 USD, comprehensive benefits, and the chance to work with cutting-edge ML technologies. DoorDash values diversity and inclusion, providing a collaborative environment where you can make a significant impact on the future of local commerce delivery.
Responsibilities For Machine Learning Engineer
- Build time-dependent statistical and ML models for matching supply/demand, predicting support needs, and optimizing business processes
- Own the modeling life cycle end-to-end including feature creation, model development and prototyping
- Contribute to the development of in-house Forecasting Self-Service Platform
- Research new tools within the Forecasting space
- Work with engineers, analysts, and product managers to develop and iterate on models
Requirements For Machine Learning Engineer
- M.S. and 3+ or PhD. and 1+ year(s) experience of developing advanced statistical and machine learning models in production
- Demonstrated expertise with object-oriented programming and ML Libraries
- Deep understanding of complex systems such as Marketplaces
- Domain knowledge in Machine Learning, Causal Inference, Operations Research, Forecasting
- Experience of shipping production-grade ML models and optimization systems
Benefits For Machine Learning Engineer
- 401(k) plan with employer match
- Medical, dental, and vision benefits
- Paid time off
- Paid parental leave
- Wellness benefits
- Paid holidays
- Disability and basic life insurance
- Family-forming assistance
- Commuter benefit match
- Mental health program
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