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Applied Machine Learning/Artificial Intelligence Engineer

Company: NeuroPace
Location: Mountain View
Posted on: February 24, 2021

Job Description:

Job Description The successful candidate will function as a key member of the research and development team, interacting closely with clinical, research and engineering personnel. Responsibilities include data analysis, machine learning model development and validation, deployment and maintenance of ML/AI models on the software production platform. They will support ad hoc analyses to address research, clinical, and engineering neuroscience questions, and contribute to new technology development.
Responsibilities

  • Perform AI/ML model development and validation
  • Maintain on premise deep learning machines
  • Build and maintain machine learning processing pipelines
  • Participate in manual labeling and label validation of large neuroscience datasets
  • Interested in IP development and publishing research in top-tiered journals
  • Work well independently and in teams
  • Work well in fast-paced environments and in the presence of ambiguity
  • Work closely with software and electrical engineering teams Requirements
    • MS/PhD in CS/EE/BME or any engineering field with focus on Machine Learning and Data Science
    • 2+ years experience
    • Good understanding of machine learning concepts such as clustering, feature selection, dimensionality reduction, classification and regression models
    • Good understanding of data structures and algorithms
    • Experience with training and validating deep learning models (CNNs, RNNs, Attention models)
    • Experience with Tensorflow and Keras, or Pytorch
    • Keen interest to stay up-to-date with latest developments in AI
    • Familiarity with signal processing tools and methods (numpy, scipy)
    • Strong programming skills in Python
    • Database skills (SQL)
    • Familiarity with version control tools
    • Self-starter, able to work with minimal supervision
    • Strong problem-solving skills Desirable-- Published ML/AI work in journals-- Prior experience with GCP or AWS
      • -- Prior experience working with health datasets

Keywords: NeuroPace, Mountain View , Applied Machine Learning/Artificial Intelligence Engineer, Engineering , Mountain View, California

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