Über
Location: San Mateo, California Employment Type: Full Time 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
Sprachkenntnisse
- English
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