Principal Engineer II - AI (ML/DL)

HARMAN International (Bangalore, KA, India) 1 day ago

Additional Work Location(s) ​​​​​:  

Job Description

Position : AI Lead

General Requirement:

  • Preferably Masters in Computer Science / Electrical Engineering with 8+ years of experience in research in areas around Artificial Intelligence, Machine-Learning/Neural Networks.
  • Provide track record of publishing IP/Patents and papers in leading conferences related to Computer Vision, NLU, Expert System
  • Experience in building solutions to problems in Audio/Image domain using Machine Learning.
  • Experience in delivering machine learning components on edge devices and is familiar with device level optimizations.
  • Should be able to lead a team of highly motivated individuals and guide them through various stages of research.
  • Ability to take high level details and come up with concrete plans/approach for solution development.

Qualifications :

  • Machine Learning experience: Familiarity with CNN, RNN, LSTM, GRU based ML models.
  • Papers in CV/Audio conferences.
  • Experience(4-5yrs) in at least One Deep Learning Framework: Tensorflow, Keras, Caffe, PyTorch
  • Familiarity with various custom ML hardware’s like NPU/GPU/EVE/etc..
  • Coding skills: C , C++, Python
  • Experience with Image Processing Toolboxes: Scikit, OpenCV, ImageMagick
  • Experience with Audio Toolboxes: librosa, PyAudio
  • Design & Algorithm : Data Structures, Design Patterns and Algorithm development
  • Familiarity with Audio/Video Codecs
  • Tools: GCC, Microsoft Visual Studio, Eclipse IDE, SVN, Git


Principal Engineer II - AI (ML/DL)

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