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Machine Learning Library and Frameworks Engineer

Company: Cadence Design Systems, Inc.
Location: San Jose
Posted on: May 3, 2021

Job Description:

At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology. Your responsibilities will include: + Develop optimized implementations of a variety of neural-network operations + Integrate these neural network functions into a runtime framework that executes neural networks on embedded and mobile platforms + Develop complex programs to validate the functionality and performance of library and framework + Benchmark end-to-end network performance on a variety of DSP and special-purpose accelerator platforms + Enhance the framework to improve overall functionality and performance on the various hardware platforms + Work with industry-leading partners and customers to design and standardize neural network APIs + Work with hardware designers to identify opportunities for additional hardware acceleration of neural network functions + Help in authoring and reviewing product documentation + Assist the application engineering team to support customers of the product Required and desired qualifications: + 3-5+ years of experience working on optimized library and/or SW tools development required + C and C++ programming expertise required + Expertise in software development, test, debug, and release required + Experience programming and optimizing for embedded platforms such as DSPs with DMA engines highly desirable + Familiarity TensorFlow and TensorFlow Lite highly desirable + Familiarity with other deep learning frameworks (Caffe/2, PyTorch, etc.) desirable + Familiarity with the Android Neural Network API (NNAPI) desirable + Familiarity with Android system programming desirable + Familiarity with various deep learning networks and their applications (Classification/Segmentation/Object Detection/RNNs) is a plus + Knowledge of neural net exchange formats (ONNX, NNEF) is a bonus Were doing work that matters. Help us solve what others cant. Cadence plays a critical role in creating the technologies that modern life depends on. We are a global electronic design automation company, providing software, hardware, and intellectual property to design advanced semiconductor chips that enable our customers create revolutionary products and experiences. Thanks to the outstanding caliber of the Cadence team and the empowering culture that we have cultivated for over 25 years, Cadence continues to be recognized by Fortune Magazine as one of the 100 Best Companies to Work For. ?Our shared passion for solving the worlds toughest technical challenges, our dedication to pushing the limits of the industry, and our drive to do meaningful work differentiates the people of Cadence. Cadence is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, basis of disability, or any other protected class.

Keywords: Cadence Design Systems, Inc., San Jose , Machine Learning Library and Frameworks Engineer, Other , San Jose, California

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