Data Scientist

Job Overview

• Revvo’s purpose is to monitor and maximize the life of tires

• Our Data Scientists create and maintain machine learning models to uncover insights from our data sets

What you do

• Create and maintain predictive models applied to our customer datasets

• Engineer features that aid in our understanding of tire dynamics and their usage by customers

• Design metrics and tests to judge the quality and performance of our machine learning models

• Work closely with our firmware and hardware teams to efficiently pre-process data on the edge

• Collaborate with data engineering teams to create scalable processing pipelines

• Guide our data collection team on acquiring data for in-house tire/vehicle models

• Work with external tire laboratories and manufacturers to design data collection tests

Required Skills

• Familiarity with Git, or modern version control system

• Experience with literature reviews

• Ability to read and write publications in the data science space

• Ability to communicate complex data in a simple, actionable way

• Experience with data science tools (Pandas, numpy, Docker, Jupyter)

• Appreciation for thoroughness and correctness in data science

Nice-to-have Skills

• 3+ years of experience in Python, R, or Scala

• Passion for creating useful and intuitive data visualizations

• Experience with PyTorch or TensorFlow

• Familiarity with IoT devices

• Experience in digital signal processing

• Experience working with customers on proprietary datasets

• Passion for applying ML to unexplored domains

• Interest in vehicle safety, autonomous driving, and/or mobility space

Please reach out to [email protected] for more information