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职位1
Software Engineer, Web
Los Angeles, CA
Job ID: FL17742611
Summary
Postmates relies heavily on our engineering team to realize this vision. Building a software platform that is reliable, scales, and stays agile under demanding product needs is a serious technical challenge. Postmates is a three-part balancing act connecting customers, merchants, and couriers in real-time. If any piece is out of whack, the whole system suffers. Working with the Postmates engineering team offers an opportunity with explosive growth, cutting-edge technology, a highly visible charter, and a cool user-focused product vision.
Web Engineers will work on 3 apps here at Postmates: the Buyer, Fleet, and Merchant apps. We are part of a cross-functional team, working in a fast paced environment with high impact, and are responsible for the end-to-end experiences across Android, iOS, and Web. We value and foster a collaborative environment where product, design, and engineering work together every day to build and design new features for our customers.
Description
  • Build and launch consumer-facing features to millions of customers
  • Tune and polish features to a high-degree of excellence
  • Work closely with the design and product team to iterate on UI/UX
  • Relentlessly optimize the web experience of buying with Postmates
面试
  1. Data Structures & Algs proble‍‍‍ms roo‍‍‍‍‍ted in problems that Postmates engineers hav‍‍‍‍‍e faced.
  2. Typical data structure/algorithm/system design question
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职位2
Data Scientist

Bellevue, WA
Job ID: FL17742612
Summary
As a Data Scientist, you’ll use your full toolkit - statistical modeling, machine learning, data mining, data visualization, and software engineering - to develop data products and models that are used by millions of users and power the growth of our business. You will collaborate with a strong team of engineers, product managers and data analysts in defining the frontier of data products and models in the three-sided marketplace. 
Data scientists will work on how to formulate a model from a real business problem, determine evaluation metrics, evaluate different modeling approaches, conduct data analysis, and build features and algorithms for the various challenging problems at Postmates.

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Description
  • 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 that powers our Search Ranking models and Personalized Recommendation Engine
  • Predicting the Postmates Delivery Time (PDT) and improving 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
面试
  1. Wha‍‍‍‍‍t Algorithm questio‍‍‍‍ns followed by a debug question.
  2. A take home project involving matching jobs, couriers and transactions using python.
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信息来源：
https://www.glassdoor.com
https://www.linkedin.com
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