Staff Machine Learning Engineer - DashPass
Core
Design and develop large-scale ML/optimization systems to target personalization efforts across the DashPass Subscriber journey, including causal inference, incentive optimization, and budget allocation.
Role type
Staff Machine Learning Engineer (optimization & causal inference)
Builds
Real-time decisioning systems for personalized sign-up promotions, progressive reward systems, and pre-cancel offers to retain subscribers.
Domain
Food delivery marketplace / Subscription growth
Deliverable
production ML models
Required skills
Causal inference modeling, Incentive optimization frameworks, Budget allocation and forecasting, Large-scale ML system design, Python/Java/C++ programming, TensorFlow/PyTorch/XGBoost, Probability theory and statistics, AI coding tools proficiency
Preferred skills
Experience in subscriptions growth or marketplace systems
Technologies
TensorFlow, PyTorch, XGBoost, Python, Java, C++
