Deep Learning Research Scientist / Engineer (Deep Learning & Algorithms)

Engineering - Software San Diego, California


Description

Position at Samsung Semiconductor, Inc.

JOB TITLE

Research Engineer-Deep Learning Theory and Algorithms

Requisition ID

DSA31988

OVERVIEW

Samsung Semiconductor, Inc. in San Diego is searching for research engineers at all levels. Candidate will work as part of a team on research and development of algorithms and theory of machine learning. Candidate will research fundamental theoretical aspects of deep learning as well as develop novel techniques to advance the theory and practice of deep learning. Candidate can also apply the developed theory and algorithms to advance the performance of multimedia applications, such as computer vision, augmented reality, natural language processing, or speech processing.

 

JOB RESPONSIBILITIES

  • Understand state of the art machine/deep learning concepts, theory, and applications.
  • Research algorithms and theory of learning.
  • Develop machine/deep learning algorithms for mobile processors.
  • Develop simulators and analyze the performance.
  • Produce key intellectual property for machine/deep learning.

REQUIRED SKILLS

  • Strong analytical and problem-solving skills
  • Expertise in machine/deep learning, optimization, probability theory, statistical inference, information theory, signal processing, and/or image processing
  • Excellent communication and teamwork skills
  • C/C++, Python, and/or MATLAB coding skills
  • Publications in highly ranked journals and conferences
  • PhD is required

PREFERRED SKILLS

  • Experience on popular deep learning 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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