Software Engineer II - Machine Learning (Incentive Optimization)

Company: Uber
Location: Sunnyvale
Posted on: April 3, 2021

Job Description:

Uber's Marketplace Engineering team creates the technology behind our ridesharing marketplace by connecting riders with drivers at the push of a button. Our solutions expand user access, deliver reliability, and provide more transportation choices to users across our global markets. About the Role The mission of the team is to build machine learning models to optimize driver incentive spend, improving Uber's path toward profitability. As a Machine Learning Engineer, you will work with other engineers, data scientists, and product managers to deliver models and features that improve incentive spend efficiency and drive business growth. We are a data driven team, and you will be able to see the impact of your work reflected in Uber's earning report including revenue and profits. What You'll Do

• Partner with product teams to analyze key business problems and translate business level metrics to an engineering/science problem.
• Develop innovative ML/AI solutions for challenging business problems that are fundamental for Uber.
• Collaborate with product managers, data scientists, and backend engineers on partner teams to integrate and validate ML solutions end to end.
• Be responsible for the End to End of the product - ML model pipeline & backend system design, implementation, AB testing, and rollout. Basic qualifications
  • BS or MS in Computer Science, Math or a related technical field, or equivalent experience.
  • 2+ years of experience in software engineering focusing on large-scale systems, prediction and/or optimization problems.
  • Proficient in one of the following programming languages: Java, Go, Python, C/C++. Preferred qualifications
    • Experience working on large scale machine learning platforms and end to end productionization of models.
    • Experience working on large-scale distributed systems and end to end scaling of data pipelines and service reliability.
    • Grit, drive and a strong feeling of ownership coupled with collaboration.

Keywords: Uber, Sunnyvale , Software Engineer II - Machine Learning (Incentive Optimization), IT / Software / Systems , Sunnyvale, California