Senior Machine Learning Researcher

New
Warszawa, Puławska 182, Warszawa, Country code: PLFull-TimeSenior
Salary not disclosed
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Job Details

Experience
4+ years
Required Skills
PythonJavaMachine LearningNumpyPyTorchData sciencePandasScalaDeep Learning

Requirements

  • 4+ years of hands-on experience with Machine Learning / Data Science
  • Interest and willingness to constantly develop in Machine Learning
  • Knowledge of statistics and probability
  • Proficiency in programming
  • Experience in the ML industry (preferred)
  • Experience in designing recommendation systems (preferred)
  • Practical knowledge of Python, Java, Scala, PyTorch, NumPy, Pandas, Jupyter Notebooks (preferred)

Responsibilities

  • Designing and implementing models (deep neural networks) for user behavior prediction
  • Analysis of current Machine Learning research
  • Conducting and analyzing A/B tests
  • Developing and testing new modeling approaches for bidding in auctions
  • Implementation and analysis of model architectures (e.g., convolutional networks, transformers)
  • Analyzing distribution differences between training and production data
  • Experimenting with transfer learning
  • Developing product recommendation systems
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