Contractor, Freelance
Remote
Posted 6 months ago

Job Requirements

  • Bachelor’s degree or higher in Computer Science, Computer Engineering, or related quantitative discipline
  • 3-5 years of experience developing complex solutions
  • Thorough understanding of Machine Learning
  • Strong programming experience in C, C++, Python, or comparable language.
  • Demonstrated ability to apply engineering principles at all stages of development
  • Significant experience with Python and an ML framework (TensorFlow, PyTorch, etc.)
  • Preferred Qualifications:
  • Master’s degree or higher in Computer Science, Computer Engineering, or related quantitative discipline.
  • Experience with computer vision, imaging algorithms, or digital photography.
  • Experience developing ML solutions for systems with limited resources (for example mobile devices).

Job Responsibilities

  • Research the state-of-the-art in Machine Learning and Computer Vision including architectures, techniques, and datasets.
  • Lead the creation of datasets, define collection requirements, techniques, and procedures, apply data augmentation, and evaluate coverage.
  • Code, test, and debug model architectures, training pipelines, loss functions, and evaluation tools.
  • Train solutions, analyze progress, and iterate based on quantitative and qualitative analysis.
  • Engineer solutions to achieve the optimal tradeoff between model performance and runtime costs.
  • Deploy commercial-quality solutions to a wide portfolio of mobile devices.

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