Senior Machine Learning/AI Engineer
Intellias
Lviv, Lviv, UA, Ukraine (Lviv, Lviv, UA), Poland (remote), Zagreb, Sofia
5 днів тому

Senior Machine Learning / AI Engineer Responsibilities :

  • Deliver state-of-the-art, causal algorithms to production for optimizing consumer product metrics;
  • Build and maintain the infrastructure for data and model management;
  • Work closely with the Turing design and engineering teams for machine learning-adjacent components, such as visualization, ad-hoc data analysis, and data processing;
  • Define and lead the development of longer-term Turing Platform capabilities.
  • Рекрутерка Тетяна Литвин Requirements :

  • Have 3+ years of professional experience in machine learning or quantitative analysis or have a Ph.D. in Computer Science, Statistics, Mathematics, or Physics;
  • Have excellent programming and algorithmic skills;
  • Have an in-depth understanding of supervised and unsupervised machine learning algorithms. Knowledge of probabilistic graphic modeling (PGM), Bayesian networks, engineering causal models is a big plus;
  • Are proficient with Python and experience with data processing tools (e.g., SciPy, NumPy, Pandas, PyTorch, and Apache Spark) and PGM tools (pgmpy or similar);
  • Have proven track record of deploying learning algorithms in a production system, developing API for ML models;
  • Have demonstrated end-to-end ownership of projects;
  • Have stellar listening and explanation skills;
  • Have experience with R data processing tools (ddplyr) and PGM libraries (gRain) is an advantage.
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