Research Scientist
Location:
SAN JOSE, CALIFORNIA
Posted:
May 07, 2016
Position Type:
Full Time
Category:
Information Technology, Research
Reference:
42739BR
IBM's Brain-Inspired Computing team at IBM Research - Almaden has built a first-of-a-kind modular, scalable, non-von Neumann, ultra-low power, cognitive computing architecture (TrueNorth) and associated end-to-end software ecosystem. We are building state-of-the-art digital spiking neuromorphic chips and systems (large-scale and mobile) to solve real-time sensory problems.

We seek team members with varied backgrounds and experiences for positions in software engineering, systems design, chip design, algorithm/application development, theoretical understanding and education/training. Ideal candidates will have expertise in several of the following areas:

Neuromorphic hardware design:
 
  • VLSI design including logic design (synchronous and/or asynchronous), physical design, integration, verification, and validation
  • Printed Circuit Board (PCB) design/debug, Field Programmable Gate Array (FPGA) development/debug
  • Large-scale system design
  • Spiking sensors


Neuromorphic Algorithms and Applications:
  • Neural Networks, Deep Learning, Convolutional Networks, Machine Learning, Pattern Recognition, Statistical Learning, or Probabilistic Graphical Models
  • Mapping neural networks to custom hardware
  • Experience developing, testing, and deploying systems for image processing, speech, robotics, medical imaging, or other real-world applications
  • Information theoretical system models, high dimensional non-linear dynamical systems, complex adaptive systems
Software/Firmware:
  • Real-time embedded software/firmware development, Linux kernel/device drivers, system level simulation and optimization
  • Parallel programming using tools such as Message Passing Interface (MPI), Compute Unified Device Architecture (CUDA), OpenMP, MATLAB Parallel Toolbox
  • User interface design, testing, and deployment
  • Expert level programming skills in C++ and MATLAB
  • Experience with Caffe / MatConvNet / Theano / Torch
  • Software maintenance and source control (Subversion, Git, ClearCase), bug tracking (Jira, Bugzilla), and collaboration (Confluence, MoinMoin)


Education / Training:
 
  • Demonstrated ability to conduct in-person and on-line training sessions, and to help develop and expand the training curriculum.
  • Experience in developing / facilitating MOOC-style delivery


A little about us:
IBM is the world’s largest information technology company with more than 360,000 employees serving clients in 170 countries.

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