[visionlist] Job Posting: Sr. Machine Learning Research Scientist, Samsung Semiconductor Inc, Pasadena, California

Lilong Shi lilong10 at gmail.com
Fri Jun 2 19:50:13 -04 2017


JOB TITLE Sr. Machine Learning Research Scientist
Requisition ID DSA31231
OVERVIEW
The qualified individual will be responsible for hands-on technology
research and development of algorithms and software for proprietary
hardware neural network engine(s), deep-learning-based systems and
experimental imaging devices.
Deep learning algorithms and systems may include state-of-the-art
image/object recognition, localization, segmentation, image/video
understanding, speech understanding, automotive driving assistance,
simultaneous localization and mapping and various others.
Algorithms for proprietary hardware neural network engine may include
experimental studies of statistical properties of deep learning processing
to facilitate their implementation in hardware, associated training,
various network transforms and other relevant research and development.
Development environments mainly include Linux, Python, C, NVIDIA GPUs and
various popular deep learning tools including Caffe.

JOB RESPONSIBILITIES
- Technology development and implementation of software for hardware deep
learning engine
- Technology development and implementation of deep-learning-based systems
and algorithms
- Technology development and implementation of state-of-the-art prototype
experimental imaging cameras, image processing algorithms including color
and 3D
- Analysis, debug and in-depth evaluation of algorithm performance
including statistical analysis of results
- Documentation and reporting of results
- Making patent disclosures
- Research paper publications when appropriate
REQUIRED SKILLS
• PhD degree in CS, EE or related engineering area
• Proficiency in classical machine learning, statistics
• Proficiency in deep learning techniques for neural networks
• Proficiency in C/C++, Python, Matlab, Linux, Caffe
• Strong ability to debug software, prototypes, algorithms, experiments
• Excellent problem solving skills
• Must be a quick learner
• Must be motivated and able to work without supervision
• Excellent written and verbal communication skills
PREFERRED SKILLS
• Proficiency in software development for NVIDIA CUDA, deep learning
toolkits including TensorFlow, Torch, Nervana Neon and similar
• Proficiency in software development for embedded Linux, DSP, Microsoft
Visual Studio, Android and/or iOS
• Experience with OpenCV, OpenMP, OpenCL
• Familiarity with semiconductor physics, optics, digital and analog
electronic design
• Understanding of consumer imaging including 3D and color
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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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