* Job: 19656-KCAR * Location: US-MA-Natick * Department: Product Development
Duration: 6 months
We are seeking a motivated and talented engineer to explore efficient implementation of deep learning algorithms and applications on to embedded computing platforms like FPGAs.
Mapping deep learning networks on to embedded platforms with limited compute/memory/power constraints is a challenging problem. You will design and architect FPGA prototypes for efficient high-performance and low-power implementations of these algorithms. You will also develop tools and algorithms to automatically generate HDL code for a generic deep learning network specification. You are expected to participate in all aspects of software development with enthusiasm: collecting requirements, writing specifications, coding and testing.
* Candidates must be pursuing a master's level or a PhD level degree in a technical discipline. * Exposure to FPGA's
* Curiosity in debugging, understanding and improving code * Mature understanding of deep learning networks like Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs). Experience in deploying them to FPGAs is a plus. * Experience with MATLAB and Simulink is a plus * Experience working with FPGA SoCs like Xilinx Zynq and Altera SoC * Experience with C++ * Strong abstraction and algorithmic skills. * Good understanding of object-oriented design principles. * Strong communication skills.
It's the chance to collaborate with bright, passionate people. It's contributing to software products that make a difference in the world. And it's being part of a company with an incredible commitment to doing the right thing - for each individual, our customers, and the local community.
MathWorks develops MATLAB and Simulink, the leading technical computing software used by engineers and scientists. The company employs 4500 people in 16 countries, with headquarters in Natick, Massachusetts, U.S.A. MathWorks is privately held and has been profitable every year since its founding in 1984.
MathWorks is a developer of mathematical computing software for engineers and scientists.