Doordash San Francisco , CA 94118
Posted 3 months ago
About the Team
DoorDash is looking for an Engineering Manager with an ML / AI background to lead an ML / AI team within the New Verticals Machine Learning (NVML) organization.
The NVML organization is divided into three key teams:
Consumer ML Team: Focused on developing solutions for personalization, discovery, growth, and search to enhance user engagement and satisfaction.
Fulfillment and Inventory ML Team: Ensures every delivery is of high quality and affordable by optimizing the matching of orders with motivated and capable delivery individuals. Makes sure we have real time understanding of in-store item availability.
Product Knowledge Graph ML Team: Creates advanced ML-driven catalog building solutions, heavily leveraging Generative AI to manage and organize product information effectively.
As DoorDash expands into new verticals, the challenge of delivering a high-quality, reliable, and affordable shopping experience becomes more complex and exciting, offering vast opportunities for innovation and impact.
About the Role
As a Machine Learning Engineering Manager, you will lead a team of world-class ML engineers within one of the NVML sub-areas. Your leadership will be crucial in redefining the local e-commerce landscape through advanced ML/AI methodologies.
You're excited about this opportunity because you will…
Lead and grow a team of exceptional machine learning engineers delivering on end-to-end product features with state of the art ML approaches
Leverage cutting edge Personalization and Search Algorithms, Forecasting techniques, Time-series modeling, Deep Learning (GNN, MTML, Transformers), Computer Vision, and LLMs to solve real consumer problems
Work with Product, Design, and Business stakeholders across DoorDash to define the roadmap and vision for the team and deliver immense impact
Encourage innovation, implementation of cutting-edge technologies, outside-of-the-box thinking and teamwork
Build an outstanding team by coaching and empowering engineers through delegation, and applying your technical expertise to hold your team to the highest engineering standards
Scale the team by developing internal, and attracting top external talent
We're excited about you because you have…
B.S., M.S., or PhD. in Computer Science or equivalent
7+ years of industry experience
Minimum of 2 years of leadership experience
Broad knowledge of machine learning with strong ML modeling foundation
Extensive experience in building user-facing product and working directly with product managers
Strong communication skills and the ability to partner with teams spanning many disciplines
Ability to guide and grow an excellent engineering team in a rapidly changing business environment
Experience in leading successful application of machine learning to ranking and recommendation real-world problems is preferred
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