What are the responsibilities and job description for the Staff Machine Learning Engineer - Merchant Tax Categorization Service position at DoorDash USA?
About the Team
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Come help us build the world's most reliable on-demand, logistics engine for last-mile retail delivery! We're looking for an experienced machine learning engineer to help us develop the AI / ML to power DoorDash's growing Merchants.
About the Role
We’re looking for a passionate staff level Applied Machine Learning expert to join our team. In this role, you will utilize our robust data and machine learning infrastructure to develop a comprehensive AI / ML service to create accurate tax categorization for billions of restaurants and non-restaurants items at DoorDash. You will be expected to lead and build a production-level AI / ML solution, collaborate cross-functionally, and push the boundaries of LLM capabilities and lead the AI product strategy for the team to execute.
You’re excited about this opportunity because you will…
- Lead and develop cutting-edge ML-driven tax catalog solutions, utilizing Generative AI to efficiently manage and organize tax categorization information.
- Design ML products to solve large scale categorization problems at the transaction level for DoorDash.
- Collaborate with engineering and product leaders to shape the product roadmap leveraging AI / ML.
- Own the modeling life cycle end-to-end including feature creation, model development and deployment, experimentation, monitoring and explainability, and model maintenance.
- Explore new opportunities where AI / ML can be used as a lever that benefits new business, new markets, and new regions.
We’re excited about you because you have…
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