Machine Learning research engineer

з/п не указана

Требуемый опыт работы: 1–3 года

Полная занятость, гибкий график

IPONWEB is looking for a developer with an interest in machine learning to join us in

  • experimental research of machine learning algorithms in the field of programmatic marketing;

  • implementation of these algorithms and surrounding infrastructure for production environments.

You will be dealing with:

  • an assortment of optimization problems for various agents in programmatic marketing systems (RTB auctions);

  • datasets typically containing millions of events per day (and more);

  • various algorithmic challenges in the field of machine learning: feature engineering and selection, hyperparameter optimization, exploitation vs. exploration and bias vs. noise tradeoffs and much more;

  • systems which aim to continuously apply these algorithms in a robust, scalable and adaptable fashion;

  • short- and long-term financial effect as the ultimate measure of any algorithms efficiency.

Our ideal candidate is:

  • experienced in designing and implementing computational and data processing algorithms (especially in machine learning);

  • experienced in adapting and tuning machine learning algorithms for a specific problem;

  • strong in Spark, Scala/Python and/or C++;

  • familiar with basic calculus, probability theory and machine learning theory.

We offer you

  • An excellent career opportunity with a High Tech International company – One of the leading companies in the RTB and Programmatic Marketing Industry

  • Open and approachable management team with a strong engineering DNA (80% of Moscow office - engineers, managers and executives have a technical background)

  • Many internal pathways for career development and professional growth, supported by a performance review system;

  • Respect for independent thought and freedom of actions

  • Competitive salary and comfort;

  • Core office hours are 12-18, and outside of that you have full flexibility

  • An option to work remotely sometimes (VPN and other services for remote work are available)

  • Medical insurance

  • Internal and external education program

  • English courses compensation

  • Relocation program from any region of Russia to the Moscow office

  • Referral bonus system

  • Fruits, vegetables, cheese, nuts, cookies and cakes, snacks and beverages at every coffee point and more.

Ключевые навыки

machine learning
Python
SCALA
Spark
C/C++
Linux

Адрес

Москва, улица Шаболовка, 31с5

Вакансия опубликована 7 ноября 2019 в Москве

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