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Software Engineer

Company: The MathWorks, Inc.
Location: Natick, Massachusetts
Posted on: November 16, 2021

Job Description:

Working under the direction of the Manager or Senior Team Lead, will be responsible for designing, developing and testing sophisticated software; developing optimized deep learning algorithms and using automatic code generation techniques in MATLAB to support targeting embedded GPU, CPU and Micro-controller devices; implementing efficient algorithms for deep learning layers in MATLAB and enabling optimized C++/CUDA code generation for these layers; developing compiler optimizations, quantization methodologies and hardware-aware optimizations for deep learning applications; exploring and developing new compression strategies and optimization techniques for enabling fast and efficient deep learning inference on edge; participating in all aspects of the software development cycle, design, development, and testing; and contributing to the best practices for MathWorks' development processes.

Education and Experience:

Masters degree in Engineering, Computer Science, or a closely related field (or foreign education equivalent) and no experience.

Special Requirements:

Demonstrated expertise programming in C++ and MATLAB.

Demonstrated expertise developing deep learning applications using Halide or TVM code generation technologies for C++ and CUDA code generation.

Demonstrated expertise applying statistical methods -- linear algebra, probability, and mathematical optimization -- and machine learning methods -- classification and regression -- to build statistical tools and machine learning applications.

Demonstrated expertise applying deep learning algorithms to design and develop computer vision and image processing applications using MATLAB.

[Expertise may be gained during Graduate program.]

For the position listed above, interested candidates may search by job code 27417 for specific job details and requirements and apply online on the Careers Page at

Keywords: The MathWorks, Inc. , Boston , Software Engineer, Computer , Natick, Massachusetts, Massachusetts

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