Location: San Mateo, California

Data Scientist

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


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 recruiting@revvo.ai for more information

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