Software Engineer, Machine Learning
1 day ago
Modeling and forecasting demand and supply to enable more intelligent matching, optimize the overall marketplace efficiency, and provide valuable insights to our merchants and Postmates.
Large scale Machine Learning algorithms and infrastructure that powers our Search Ranking models and Personalized Recommendation Engine.
Predicting the Postmates Delivery Time (PDT) and improving the efficiency (batching, chaining, etc) and reliability of the dispatching algorithm.
Determining the optimal pricing strategies to help our Postmates maximize their revenue.
Identifying suspicious transactions and malicious users for risk control.
Natural Language Processing to understand text content on Postmates platform, including named entity resolution and recognization of reviews, descriptions and interactions between users on our marketplace.