[visionlist] Job Posting: Machine Learning Hardware Engineer, San Jose, California, USA

Machine Learning Hardware Engineer

Engineering – Hardware  San Jose, California

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Description

JOB TITLE

Hardware Engineer

 

OVERVIEW

Samsung Semiconductor Inc. is looking for a Hardware Engineer in ASL. 

ASL is a small research group focused on development of hardware and software IP for acceleration of a variety of neural network applications including speech and vision-related applications like ADAS.   The IP developed by the group goes into various Samsung products including mobile handsets and tablets, as well as some new product categories.   In addition to development of cost and power-optimized IP, the group develops neural networks for different near and longer term Samsung products and researches novel implementations and varieties of  neural networks, as well as future applications of potential interest for next generation Samsung products.

 

JOB RESPONSIBILITIES

o   To define microarchitecture of key hardware component of neural network acceleration hardware, prototype hardware designs,

o   Do area and power optimization analysis,

o   Propose and specify useful hardware optimizations,

o   Research novel hardware techniques for future accelerators

 

REQUIRED SKILLS

§  Masters, PhD, or equivalent experience

§  Strong Verilog, C++ and Python coding skills, computer and processor architecture concepts, hardware design verification

§  Familiarity synthesis and simulation design tools,

§  Masters, PhD, or equivalent experience

§  Desirable – neural networks and machine learning concepts, FPGA development experience, knowledge of signal processing, linear algebra, close-to-hardware level programming experience, experience with using and modifying Caffe code and/or other neural network development frameworks

 

 

*********************************************************************************************************************** Samsung Semiconductor Inc (SSI), an equal opportunity employer, is a world leader in Memory, System LSI, and LCD technologies. Headquartered in San Jose, California, SSI is a wholly-owned U.S. subsidiary of Samsung Electronics Co., Ltd.- the second largest semiconductor manufacturer in the world and the industry’s volume and technology leader in DRAM, NAND Flash, SSDs, mobile DRAM and graphics memory. It is one of the largest providers of system logic, imaging and LED lighting solutions, as well as providing advanced process design and manufacturing for fabless companies. Samsung Semiconductor, Inc. also has a research and innovation center with numerous labs providing product design and research in: logic, memory, image sensors, displays and mobile technologies. In addition, the company supports Samsung Display Company, the largest producer of LCD and OLED displays. ***********************************************************************************************************************

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