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Distinguished Data Scientist

Company Name: HUAWEI
Location: Santa Clara , CA
Date Posted: 11th May, 2017
Description:

Responsibilities 

  • Identify, analyze and interpret trends or patterns in complex data sets, including telemetry from storage arrays and other IT infrastructure components such as networks and compute including virtual machines.

  • Understand storage architecture and storage media (HDD/SDD) at a deep level and be able to build accurate models around our IO data path software.

  • Use advanced machine learning techniques to predict or alert in case of failures, and recommend actions that can mitigate or resolve them.

  • Carefully scrutinize all analyses for sources for possible bias, error, or uncertainty.

  • Automate data collection, pre-processing and/or analysis.

  • Integrate algorithms and models into a basic analytics framework / engine.

  • Communicate findings clearly and succinctly to technical and non-technical audience.

     

Qualification:
  • Ph.D. in Computer Science, Physics, Mathematics, or related areas, with at least 3 years of experience in machine learning, data mining, statistical analysis, and storage system component modeling.

  • Proven aptitude for writing complex SQL queries and scripting in Python, Bash, R, Perl, or similar.

  • Ability to work independently in a fast-paced, iterative development environment.

  • Exemplary communication skills and ability to work with cross-functional teams.

  • Experience working with large data sets, distributed computing tools (Map/Reduce, Hadoop, Hive, or Spark), and basic understanding of systems architecture preferred.