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Machine Learning Engineer - ETA & Routing
Build Deep Learning models for next-generation ETA to enhance consumer experience.
San Francisco Bay AreaSeattle
Mid-Level
$140,100 - 210,100 USD / year
1 month ago
✨ About The Role
- Develop and improve ETA and Routing models that power DoorDash's three-sided marketplace of consumers, merchants, and dashers
- Build Deep Learning models for next-generation ETA to provide accurate time predictions and enhance the consumer experience
- Create Machine Learning models in the routing space to positively impact top-line business metrics
- Own the modeling life cycle end-to-end, including feature creation, model development, testing, monitoring, and maintenance
- Collaborate with data scientists, engineers, and product managers to iterate on models and drive business growth and service quality
âš¡ Requirements
- Experienced in developing advanced machine learning models with a business impact, ideally with 3-4 years of industry experience post-graduate degree
- Proficient in Deep Learning and OSS ML technologies such as Spark, PyTorch, and Airflow, with hands-on experience in production
- Skilled in programming languages like Python and machine learning libraries such as LightGBM, Spark MLLib, and PyTorch
- Strong understanding of complex systems like Marketplaces and expertise in areas like Deep Learning, Reinforcement Learning, Operations Research, and Forecasting
- Ability to work collaboratively with a team, take ownership of projects, and drive impact through innovative solutions
Machine Learning Engineer - ETA & Routing
San Francisco Bay AreaSeattle
$140,100 - 210,100 USD / year
Engineering
About DoorDash
Restaurant delivery.