About the Role
The Marketplace Intelligence team acts as the brain to enable smart pricing experiences to improve consumer price perception so as to increase long term engagement. As a Machine Learning Engineer in this role, you will be able to work on various open-ended, challenging, impactful problems.
- - - - What the Candidate Will Do ----
- Innovate and productionize start-of-the-art machine learning models, and customize for Uber’s use cases.
- Design and build the end-to-end large-scale ML systems to power the user facing marketplace experiences.
- Maintain existing ML models and optimize model performance
- Contribute to develop new models to serve production marketplace experience features and new pricing products.
- Collaborate with cross-functional and cross-team stakeholders.
- - - - Basic Qualifications ----
- PhD in relevant fields (CS, EE, Math, Stats, etc.) OR 2 years minimum of industry experience with strong focus on user facing machine learning applications
- Expertise in deep learning, recommendation systems, or optimization algorithms.
- Experience with ML frameworks such as PyTorch and TensorFlow.
- Experience building and productionizing innovative end-to-end Machine Learning systems.
- Proficiency in one or more coding languages such as Python, Java, Go, or C++.
- Experience with any of the following: Spark, Hive, Kafka, Cassandra.
- Strong communication skills and can work effectively with cross-functional partners.
- - - - Preferred Qualifications ----
- Publications at industry recognized ML conferences.
- 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.
- PhD with specialization in machine learning, along with1-2 years industry experience in leading tech companies
For Sunnyvale, CA-based roles: The base salary range for this role is USD$167,000 per year - USD$185,500 per year.
You will be eligible to participate in Uber's bonus program, and may be offered an equity award & other types of comp. You will also be eligible for various benefits. More details can be found at the following link .