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Machine Learning Engineer, Dasher Supply

Automate spend allocation across Dasher supply levers to ensure a fantastic Dasher and Consumer experience.
San Francisco Bay AreaSeattle
Senior
$140,100 - 255,800 USD / year
1 month ago

✨ About The Role

- Develop and deploy ML models and optimization programs to automate spend allocation across Dasher supply levers - Work on forecasting Dasher actions in high dimensional contexts to improve supply management systems - Own the end-to-end process of model ideation, development, testing, deployment, and maintenance - Collaborate with data scientists, engineers, and product managers to iterate on models and drive business growth - Measure business impact through experimentation, making complex tradeoffs to balance different sides of the marketplace

⚡ Requirements

- Experienced in developing advanced machine learning models with business impact, ideally in a marketplace setting - Strong background in machine learning and OSS ML technologies such as Spark, PyTorch, and Airflow - Comfortable working with complex systems like Marketplaces and have expertise in areas like Machine Learning, ML Ops, Causal Inference, and Operations Research - Ability to take ownership of projects, work collaboratively with cross-functional teams, and drive impact through rapid experimentation - Thrives in a fast-paced, ambiguous environment, adaptable, and resilient with a growth mindset
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Machine Learning Engineer, Dasher Supply
San Francisco Bay AreaSeattle
$140,100 - 255,800 USD / year
Engineering
About DoorDash
Restaurant delivery.