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Staff Software Engineer (Machine Learning)

Company: Samsung Semiconductor, Inc.
Location: San Jose
Posted on: December 8, 2018

Job Description:

Job Title

Staff Software Engineer (Machine Learning) Req ID

DSA32035 OVERVIEW Technical professionals are defined by what they create. Samsung has the risk-taking corporate culture, strategic R&D investments and global know-how to imagine, develop and market products that lead the industry. Millions of people all over the world use our products every day to work, to communicate and to enjoy. The Samsung Display America Lab (SDAL), located in San Jose, California, is currently recruiting world-class engineers who want to shape the future smart display technology and thrive in a fast-paced, results-driven environment. At SDAL you will get the best of both worlds you will have the creative start-up environment to research leading-edge technologies while your projects have the potential to translate to real products. Youll also collaborate with Samsung Display Korea and other R&D labs in Silicon Valley and around the world.

Samsung Display America Lab is looking for software engineer who will have the opportunity to work with cutting-edge technologies for future generation of display systems and devices. As a software engineer, you will help to build the next generation of machine learning systems by designing novel algorithms to solve computer vision and machine learning problems. Responsibilities

  • Participate in cutting edge design of machine learning and computer vision applications
  • Apply expert software development skills to a wide range of ML-related coding projects
  • Develop solutions for real world

    Minimum Qualifications

    • MS degree in Computer Science, Computer Engineering or a related technical discipline
    • 5+ years of experience in software development with machine learning and/or computer vision
    • Expertise and experience in computer vision (feature extraction, segmentation, color, shape and texture analysis, object detection). Specific computer vision skills in object detection, and classification is plus.
    • Expertise and experience in learning algorithms (multi-class classifications, decision trees, support vector machines and deep learning)
    • Excellent C/C++ programming skills and at least one scripting language such as python
    • Prior working experience in OpenCV, OpenVx, and/or scikit-learn
    • Experience implementing and optimizing image processing/computer vision algorithms on GPU's through OpenGL(ES), OpenCL, and/or CUDA
    • High levels of creativity and quick problem solving capabilities, a self-starter with goal-driven focus
    • Proven track record of achieving significant and objectively measurable results

      Preferred Qualifications

      • PhD degree in Computer Science, Computer Engineering or a related technical discipline
      • 3+ years of experience applying machine learning to solving real-world problems
      • Experience on adapting standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
      • Experience with CUDA, deep learning framework (e.g. Caffe, Convent2, Tensorflow, Torch, etc.)
      • Experience working with large volumes of real-world noisy image data
      • A willingness to dive deep, experiment rapidly and get things done

        *********************************************************************************************************************** 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. *********************************************************************************************************************** A day in the life Samsung Video:

        Click here to visit our Samsung Semiconductor Career Page

        Keywords: Samsung Semiconductor, Inc., San Jose , Staff Software Engineer (Machine Learning), IT / Software / Systems , San Jose, California

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