Machine Learning Algorithm Senior Researcher/ Researcher

Уровень зарплаты
Город
Требуемый опыт работы
з/п не указана
Москва, Владыкино
более 6 лет

Huawei is looking for qualified candidates to join their growing Machine learning team in Moscow R&D Centre. Team’s focus is to provide the best in class algorithm development and system solutions for various lines of business of Huawei. As a required theoretical background suitable candidate should be familiar with Data Mining, Machine Learning, and Statistics. Successful candidate should have extensive software development experience.

General requirements:

  • Successful candidate demonstrates an ability to do scientific/engineering research both as a team member and as a single player
  • Preference will be given to candidates with scientific degrees (Ph.D., Dr.Sc.) with publications in relevant areas such as Probability, Statistics, Stochastic, etc.
  • Preference will be given to candidates with relevant working experience, especially in industry applications.

Absolutely necessary skills:

  • Machine Learning techniques: supervised and unsupervised, transfer learning
  • Probability theory and statistics: Bayesian Networks, Statistical inference, etc.
  • Experience with programming languages such as Python, C/С++
  • Experience in simulation tools such as MATLAB, R, etc.

Other skills that will be considered as a plus:

  • Times series analysis: ARMA, Kalman filter, DSP
  • Communication protocols: MAC, RLC, TCP/IP, Routing (such as OSPF, BGP etc.)
  • GEO data base and algorithm skills

Responsibilities:

  • A typical assignment would be to develop methods of automatic intelligent processing of data sets which characterize different aspects of a complex telecommunication network and to investigate the features of this network applying deep research methods.
  • This is a research work, not software development. Only candidates with proven ability in research (scientific or engineering) are invited to apply.
  • Systems activities include theoretical analysis, computer aided analysis, regular active participation in design and review sessions, contribution to Huawei's IP portfolio and systems support for implementation related activities.
  • Candidates will work in an exciting team environment with some of the brightest systems engineers in the industry and will have frequent interaction with other engineering disciplines.
  • Senior candidates may lead a team of multiple systems engineers or a multi-disciplinary project.

Адрес

Moscow, Алтуфьевское шоссе, 1к7, м. Владыкино
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