Senior Data Scientist

Необхідні навички

  • Good knowledge of the probability theory and statistics
  • Understanding of Bayesian methods, MCMC
  • Hands-on experience with probabilistic programming (Pyro, PyMC3, JAGS, or similar)
  • Experience with cloud (Amazon SageMaker) is required
  • Experience with modeling of complex processes using Monte Carlo simulations
  • Experience with time series analysis using traditional (e.g. ARIMA) and deep learning (e.g. LSTM) methods
  • Experience with basic ML/data science libs and tools (python, scikit, NumPy, pandas, seaborn, Jupiter, etc)
  • Experience with deep learning libraries (Keras, PyTorch, TensorFlow)
  • Hands-on experience with data preparation, cleansing, feature engineering, and visualization
  • Strong working knowledge of SQL, Teradata preferred
  • Good communication skills and interpersonal skills.
  • Experience in working across different global cultures is a plus.
  • Ph.D. in Mathematics will be a plus.

Обов’язки

  • Design a new solution architecture for customers clusterization and prediction analysis.
  • Drive the collection, cleaning, processing and analysis of new and existing data sources.
  • Develop and test ML models using Python/Keras/Tensorflow/Spark stack.
  • Communicate with business stakeholders to clarify their requirements and present the teamwork results

Ми пропонуємо

  • Opportunity to work on bleeding-edge projects
  • Work with a highly motivated and dedicated team
  • Flexible schedule
  • Medical insurance
  • Benefits program
  • Corporate social events
  • Professional development opportunities






    Про вакансію

    Локація: Київ
    Тип: Full-time

    This customer develops a proactive approach, based on statistical analyses and predictive modeling, to forecast risks and provide recommendations to mitigate these uncertainties for the Supply chain.