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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 week 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

⚑ 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
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Machine Learning Engineer - ETA & Routing
San Francisco Bay AreaSeattle
$140,100 - 210,100 USD / year
Engineering
About DoorDash
Restaurant delivery.