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Job Opening: DSP Engineer – Wireless/Machine Learning


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Position: DSP Engineer – Wireless/Machine Learning
Company: Xilinx
Location: San Jose CA US

Xilinx is the world’s leading provider of All Programmable FPGAs, SoCs and 3D ICs. These industry-leading devices are coupled with a next-generation design environment and IP to serve a broad range of customer needs, from programmable logic to programmable systems integration. Our All Programmable devices underpin today’s most advanced electronics. Among the broad range of end markets we serve are:

Aerospace/Defense

Automotive

Broadcast

Consumer

High Performance Computing

Industrial / Scientific / Medical (ISM)

Wired

Wireless

DSP Engineer – Machine Learning and Signal Processing Technologies

Xilinx is seeking a hardware and silicon architecture engineer to contribute to the development of future generation high-performance signal processing technologies for machine learning and cellular wireless 4G and 5G wireless.

While the successful candidate might not necessarily have expert level skills in both machine learning and wireless physical layer signal processing, they would be well skilled in one of these domains and be flexible enough to learn and contribute to both application domains. In the Machine Learning domain, experience with machine learning algorithms, deep convolutional networks (DCNN) and the software or hardware (ASIC) realization of these algorithms is highly valuable for this position. In the wireless domain we are looking for experience with 4G, or other OFDM, physical layer signal processing algorithms and implementation experience with at least one of the following technologies: software, FPGA or ASIC.

Skills – the candidate would have skills in several, but not necessarily all, of the following

Experience with Caffe, Theano or other similar frameworks

Experience with machine learning algorithms, deep convolutional neural networks (DCCN)

Implementation of DCCN in software and/or hardware (ASIC)

C/C++, Matlab, scripting language, Verilog or VHDL would be beneficial, but not a hard requirement

Implementation of complex signal processing on at least one of the following platforms: FPGAs, ASIC, ASSP, GPP, GPU, DSP

Good written and verbal communication skills

What we need to see

Strong background in computer architecture, VLSI, parallel processing and/or high performance computing

Experience with C, C++ and scripting languages

Qualifications

Education Requirements

PhD or MSEE Preferred with 3-5 years of experience.

Job Posting

:

Nov 7, 2016, 6:31:04 PM

Xilinx is an equal opportunity and affirmative action employer. Applicants and employees are treated throughout the employment process without regard to race, color, religion, national origin, citizenship, age, sex, marital status, ancestry, physical or mental disability, veteran status, gender Identity or sexual orientation. The self-identification information requested is not gathered for employment decisions. It is used only for compliance with US Federal laws. Your responses are strictly voluntary, and any information provided will remain confidential. If you choose not to “self-identify”, you will not be subject to any adverse treatment.


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