Uber - Sunnyvale, CA

posted about 2 months ago

Full-time - Mid Level
Remote - Sunnyvale, CA
Transit and Ground Passenger Transportation

About the position

The Senior Machine Learning Engineer role at Uber involves working across multiple teams to develop and implement advanced machine learning systems that enhance user incentives and improve business outcomes. The position requires collaboration with cross-functional teams to innovate and productionize state-of-the-art ML models tailored for Uber's diverse use cases, contributing to the company's profitability and growth.

Responsibilities

  • Build world-class, large-scale incentives ML systems and pioneer end-to-end user incentives experience.
  • Innovate and productionize state-of-the-art incentives ML models, customizing them for Uber's use cases.
  • Collaborate with cross-functional incentive stakeholders to drive user incentive experience innovations.

Requirements

  • 2 years minimum of industry experience with a PhD in relevant fields (CS, EE, Math, Stats, Physics, etc.) or 5 years minimum of industry experience with a Masters Degree in a relevant field.
  • Experience building and productionizing innovative end-to-end Machine Learning systems.
  • Experience with ML frameworks such as PyTorch and TensorFlow.
  • Expertise in deep learning, recommendation systems, or optimization algorithms.
  • Proficiency in one or more coding languages such as Python, Java, Go, or C++.
  • Experience with any of the following: Spark, Hive, Kafka, Cassandra.

Nice-to-haves

  • Experience in Machine Learning, Statistics, Optimization, and/or Data Mining.
  • Experience in simplifying/converting business problems into ML problems.
  • Experience developing complex software systems scaling to millions of users with production quality deployment, monitoring, and reliability.
  • Experience presenting at industry recognized ML conferences and a good publishing record.

Benefits

  • Participation in Uber's bonus program.
  • Potential equity award and other types of compensation.
  • Various benefits as detailed on Uber's careers benefits page.
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