Samsung Semiconductor US | Hiring | AI/ML Software Performance Engineer | San Jose, CA | BigDataKB.com | 2022-09-29

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Job Location: San Jose, CA

Samsung Semiconductor, Inc. is a world leader in Memory and Storage technologies. We are currently looking for Entry/Associate Level Storage Engineer to join our team in San Jose, CA. The Engineer will contribute to memory and storage system research in the Memory Solutions Lab. He or she will join a team of experts in researching and developing innovative memory and storage system solutions that utilize existing and emerging technologies to add substantial value to storage systems. The ideal candidate must have a strong background in computer programming, computer architecture, automation software and testing/debug.

Responsibilities

  • Design machine learning systems
  • Research and implement appropriate ML algorithms and tools
  • Develop machine learning applications according to requirements
  • Run machine learning tests and performance benchmarks to showcase the benefits of one model over another.
  • Select appropriate datasets and data representation methods
  • Perform statistical analysis and fine-tuning using test results
  • Extend existing ML libraries and frameworks

Background/Experience

  • A PhD/Master’s in Computer Science, Computer Architecture, Electrical Engineering, and Mathematics or related field.
  • Strong software engineering skills with efficient, maintainable and testable C/C++/Python/R is required.
  • 5+ years of experience with AI/ML models, data analytics, data science projects.
  • Experience with machine learning frameworks like Keras or PyTorch, TensorFlow and libraries like scikit-learn.
  • Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture
  • In-depth knowledge of mathematics, statistics, and algorithms
  • Experience with File Systems, Object Storage or similar technologies
  • Experience in Linux I/O, Operating System and File Systems

Skills

  • Must be highly motivated with excellent verbal and written communication skills.
  • Ability to quickly develop proof of concept prototypes based on requirements
  • Good understanding of
  • Demonstrated attention to deliver SW project deliverables on schedule.
  • Ability to meet aggressive project deadlines in a team environment
  • Ability to work successfully with cross-functional teams, including coordinating across organizational boundaries and geographies.
  • Comfortable working in a multinational environment and understands how to leverage cultural diversity

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.- one of the 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. SSI is an Equal Opportunity Employer. It is SSI’s policy to comply with all applicable national, state and local laws pertaining to nondiscrimination and equal opportunity, and hiring decisions are made accordingly.

Learn more about Samsung Semiconductor here.

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