Data Scientist - Forecasting and Anomaly Detection Platform
Data Science, Engineering in San Francisco, CA
At Uber, we ignite opportunity by setting the world in motion. We take on big problems to help drivers, riders, delivery partners, and eaters get moving in more than 600 cities around the world.
We welcome people from all backgrounds who seek the opportunity to help build a future where everyone and everything can move independently. If you have the curiosity, passion, and collaborative spirit, work with us, and let’s move the world forward, together.
About the role
Time Series analysis is central to Uber in many ways:
accurate forecasts are essential for informed decision making
To accomplish these goals, the Forecasting and Anomaly Detection Platform develops state-of-the art Machine Learning techniques and deploys them as scalable tools. Active areas of research for us are Hierarchical Forecasting, Deep Learning, Bayesian Forecasting, Probabilistic Programming, as well as developing novel statistical models.
Our work helps creating technology that insures the Uber experience is always excellent.
Push the envelope on what can be done in the realm of time series and anomaly detection, by actively researching and developing the next generation algorithms. Implement these methodologies in a rapidly growing platform designed for broad adoption and ease of use.
Partner with experienced scientists and engineers in building first-class products
What you'll need
A graduate degree or equivalent in a quantitative domain (e.g. statistics, mathematics, computer science)
3+ years of delivering, scaling, and owning highly successful and innovative data science products with your fingerprints all over them - you're extremely proud of what you've accomplished
Deep knowledge of statistical principles and Machine Learning methods. Previous experience in time series forecasting and anomaly detection is a plus
Demonstrable proficiency in writing production level code (Python, Go, R preferred) and understanding programming concepts, combined with the enthusiasm and passion to build.
At Uber we don’t just accept difference—we celebrate it, we support it, and we thrive on it for the benefit of our employees, our products and our community. Uber is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.