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Founding Engineer - Perception & Machine Learning

Company: Reach Velocity - Emerging Technology
Location: Sunnyvale
Posted on: August 6, 2022

Job Description:

Founding Engineer - Perception & Machine Learning A day in the life of a Founding Software Engineer (Machine Learning - Perception) will include but is not limited to:

  • Discussions with the team on high level design decisions for various parts of our active sensing and perception systems.
  • Prototyping or implementing and testing algorithms for improving our perception systems.
  • Working with sensor data from multiple active sensors.
  • Developing and testing data pipelines for various Machine Learning systems.
  • Developing and testing pipelines for evaluating and improving various Machine Learning systems.
  • Optimising various Perception systems to improve scalability, efficiency and inference speed.Requirements:What you need to succeed:
    • Demonstrated excellence in algorithms development for perception. These include deep learning, classical machine learning or computer vision algorithms.
    • Demonstrated excellence in software development for production systems. For example using testing, safety, and performance to inform design and implementation decisions.
    • A measured, scientific approach to building complex engineering systems.Extra Kudos to you if you also have:
      • Working knowledge of C++11/14/17
      • Working knowledge of Python (Numpy, Scipy, Tensorflow/PyTorch, Jupyter Notebooks, etc)
      • Experience working with and analysing large volumes of labelled and unlabelled data
      • Experience in developing ML pipelines, model training and evaluation, continuous integration and development, model quality monitoring and analytics in a production environment

Keywords: Reach Velocity - Emerging Technology, Sunnyvale , Founding Engineer - Perception & Machine Learning, Engineering , Sunnyvale, California

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