This list contains only the countries for which job offers have been published in the selected language (e.g., in the French version, only job offers written in French are displayed, and in the English version, only those in English).
Uber Marketplace is at the core of Uber's business, and Marketplace Matching is a strategically critical component of Marketplace. The mission of the team is to foster growth and increase profitability of Uber by pushing the frontiers of machine learning, data science and economics and developing highly reliable and scalable platforms to accelerate Uber's impact on the transportation industry. This role will drive high-impact projects to optimize rider & driver matching at Uber using optimization, machine learning, and causal inference.
Job Responsibility:
Build elastic, scalable, and fault-tolerant distributed machine learning libraries and systems used to power machine learning development productivity across Uber
Work closely with engineers in the broader Uber ML/AI Platform Team (Michelangelo) to improve the broader ML Platform ecosystem for our users
Work closely with Uber's ML community (with ML Engineers, Data Scientists, and Researchers) to scope and build new abstractions for scalable machine learning
Requirements:
PhD or equivalent in Computer Science, Engineering, Mathematics or related field
Programming language (e.g. C, C++, Java, Python, or Go)
5+ years of proven experience in the industry
Large-scale training using data structures and algorithms
Modern machine learning algorithms (e.g., tree-based techniques, supervised, deep, or probabilistic learning)
Machine Learning Software such as Tensorflow/Pytorch, Caffe, Scikit-Learn, or Spark MLLib
Nice to have:
Causal ML
Reinforcement learning
Contextual bandit models
Personalization and ranking experience
8-10+ years of proven experience in the industry
What we offer:
Eligible to participate in Uber's bonus program
May be offered an equity award & other types of comp
All full-time employees are eligible to participate in a 401(k) plan