Senior Data Engineer, Predictive Modeling

To be able to do your job at Carvana, there are some basic requirements we want to share with you.

Must be able to read, write, speak and understand English.

Of course, we’ll make any reasonable accommodations for those with disabilities to perform the essential functions of their jobs.

Seek out, consume, and productionalize new data, both structured and unstructured, in support of our data science team.

Design and maintain the predictive modeling data pipeline from data acquisition and facilitation of model building to production scoring and model maintenance.

Architect robust and scalable data pipelines for predictive model training, monitoring, and serving.

Support data scientists and software engineers in building and deploying new RESTful services.

Design and develop high-availability applications using technologies like Docker and Kubernetes.

Develop comprehensive solutions for application logging, error reporting, alerting, and task scheduling.

In today’s world, data is king and this is the team with all the data. If you’re excited about understanding complex data sets from disparate sources, this is the team for you. Our data science and analytics team automates everything Carvana does from modeling consumer behavior to understanding how to make our users’ lives better.

Everyone wants to predict the future and this team does just that. We take data from across Carvana and external sources to understand past consumer behavior and how that can predict future behavior. Whether we’re looking at the credit risk of our consumers or just figuring out inventory and pricing strategies, this team is on top of it.