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Data Scientist

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Location: Irvine, CA, United States 
Req ID: JR-0000027213


Essential Duties and Responsibilities

  • Be Multidisciplinary. Primarily your role will involve deep domain knowledge of various maths, statistical methods, and algorithms. However, as this is a higher level position, challenges will arise which require growth in potentially new areas in support of your primary role.
  • Adopt, and when necessary, develop tools and code required to provide detail oriented models and simulations of large, complex compute, network, and storage systems
  • Provide insights into simulation and modeling architecture and design choices
  • Keep current with and act as primary point of contact for the group in regards to all matters related to data analysis and modeling
  • Computer science and mathematics background necessary
  • Familiarity with current open-source ML and AI tools and frameworks
  • Experience with/knowledge of Cloud computing/Hyper-scale environments
  • Strong communication and documentation skills.
  • Comfortable leading small technical groups for complex projects and will take the initiative to identify problems before they impact the project.
  • Able to execute on goals of complex, specialized technical projects/assignments with little to no direction or supervision
  • Driven to publish interesting results to academia
Education and/or experience
  • B.S. with 10+ years experience or M.S. with 8+ years experience or PhD. with 6+ years experience
Specific Knowledge
  • C, C++, Java, matlab, scala, Python, R (in no particular order or preference, these just shouldn’t be foreign to you)
  • Some experience with utilizing hardware offload engines for software such as GP-GPUs, Phis, FPGAs, etc.
  • Experience and/or knowledge of device level view of storage devices and software defined networking is a plus