Machine Learning Scientist

at Job Juncture
Location Maywood, NJ
Date Posted July 10, 2020
Category Default
Job Type Full-time

Description

My client seeks a Machine Learning Scientist to design EEG studies and perform data analytics.  The ideal candidate will take on the following tasks:

  • Design experiments to analyze EEG pattern changes induced by pharmaceutical agents, gene knockout and gene expression, seizures, and sleep 
  • Compile and analyze EEG data, including sleep-scoring, seizure detection and spectral analysis
  • Develop clear visualizations to convey complicated data in a straightforward fashion
  • Perform custom scripting using Spike2, Matlab, or Python
  • Perform sleep-scoring and seizure analysis as well as have knowledge on the use of applications such as Neuroscore, Spike2, and NeuroExplorer  

 The ideal candidate will possess the following qualities:

  • BS/MS/PhD in Neuroscience, Biomedical Engineering, or Electrical Engineering
  • Experience with drug discovery or clinical experience 
  • Expertise in EEG analyses including signal processing, sleep scoring, and seizure detection
  • Evoked potential experience is preferred
  • Extensive machine learning experience is preferred
  • Programming experience, for example MATLAB, EEGLAB, or Python, as well as Machine Learning experience
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