02/04/2019

Seeking Research Scientist / Postdoctoral Researcher (High Performance Artificial Intelligence Systems Research Team)

This job offer has expired


  • ORGANISATION/COMPANY
    RIKEN(The Institute of Physical and Chemical Research)
  • RESEARCH FIELD
    Computer scienceInformatics
    EngineeringComputer engineering
    EngineeringKnowledge engineering
    TechnologyComputer technology
    TechnologyInformation technology
  • RESEARCHER PROFILE
    Recognised Researcher (R2)
  • APPLICATION DEADLINE
    26/03/2020 23:59 - Asia/Tokyo
  • LOCATION
    Japan › Tokyo
  • TYPE OF CONTRACT
    Temporary
  • JOB STATUS
    Full-time
  • HOURS PER WEEK
    See description

[Laboratory]
High Performance Artificial Intelligence Systems Research Team
RIKEN Center for Computational Science
(Team Leader: Satoshi Matsuoka)

[Research Field]
RIKEN Center for Computational Science (R-CCS), led by Center Director Satoshi Matsuoka, is an international research center in high performance computing and computational science in Japan. Our objectives are to investigate “the Science of (high performance) computing, by computing, and for computing", to research and develop our technologies (R-CCS technology) and software (R-CCS software), which we consider our core competence, in order to produce world-leading scientific and engineering results for use in Japan as well as globally.

Also, R-CCS started operating Japan's national flagship supercomputer, the K computer, as a shared national facility to support a wide range of research activities in 2011. Following K's success, development work on its successor, Fugaku, was launched in April 2014.

The High Performance Artificial Intelligence Systems Research Team is an R-CCS laboratory focusing on convergence of HPC and AI, namely high performance systems, software, and algorithms research for artificial intelligence/machine learning. In collaboration with other research institutes in HPC and AI-related research in Japan as well as globally it seeks to develop next-generation AI technology that will utilize state-of-the-art high-performance computation facilities, including Fugaku.

[Job title and job descriptions]
Job title, available positions:
Research Scientist or Postdoctoral Researcher, 1 position
Job description:
Conduct research on next-generation AI systems by focusing on the following topics:

1.Extreme speedup and scalability of deep learning:
Achieve extreme scalability of deep learning in large-scale supercomputing environments including the post-K, extending the latest algorithms and frameworks for deep learning.
2.Performance analysis of deep learning:
Accelerate computational kernels for AI over the state-of-the-art hardware architectures by analyzing algorithms for deep learning and other machine learning/AI, measuring their performance and constructing their performance models.
3.Acceleration of modern AI algorithms:
Accelerate advanced AI algorithms, such as ultra-deep neural networks and high-resolution GAN over images, those that require massive computational resources, using extreme-scale deep learning systems.
4.Acceleration of HPC algorithms using machine learning
Accelerate HPC algorithms and applications using empirical models based on machine learning.

[Work location]
Location: Tokyo office, RIKEN Center for Computational Science
Address: East Tower 16F, Toranomon Twin Building, 2-10-1, Toranomon, Minato-ku, Tokyo 105-1001

[Start of employment]
May 1, 2020 or later, at the earliest opportunity

Benefits

For details about "Salary and benefits", please refer to above "Job posting URL".

Additional comments

Handling Personal Data:
All private data sent to RIKEN in application for employment is handled in strict confidentiality, and such data is not utilized for any other purpose or disclosed to any third party. Application documents will not be returned.

Updated as of Apr 25, 2019: "Required documents"
Updated as of Jan 16, 2020: "Research Field", "available positions", "Deadline" and "Start of employment"

Work location(s)
1 position(s) available at
RIKEN(The Institute of Physical and Chemical Research)
Japan
Tokyo

EURAXESS offer ID: 396537
Posting organisation offer ID: D119031238

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