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

Lilong Shi lilong10 at gmail.com
Fri Jun 9 20:47:04 -04 2017


Machine Learning Engineer
Engineering - Software  San Jose, California

Apply
Description
JOB TITLE

Machine Learning Engineer



OVERVIEW

Samsung Semiconductor Inc. is looking for a Machine Learning Engineer in
their ASL group.

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 develop new and/or better optimized neural networks for future
Samsung products,

o   Research new neural network architectures for a variety of applications,

o   Identify key functionality required to support for future neural
network acceleration,

o   Identify and evaluate promising power and cost optimizations,

o   Interact with various Samsung product groups to help identify and
bootstrap use of AI acceleration in future products

o   Collaborate with other Samsung groups involved in AI-related product
development



REQUIRED SKILLS

§  Masters, PhD, or equivalent experience

§  Experience with using and modifying Caffe code and/or other neural
network development frameworks, strong linear algebra skills, expertise in
neural networks and machine learning concepts, expertise in image
processing algorithms,

§  Strong C++ and Python coding skills,

§  Masters, PhD, or equivalent experience

§  Desirable – knowledge of signal processing, image processing, and
compression techniques, GPU OpenCL/Cuda programming



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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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