We are looking for a motivated Senior Machine Learning Scientist to work with challenging real-world problems on big data. The selected candidate will be part of a team of ten machine learning/data scientists and three machine learning engineers.
Key responsibilities will include:
Essential
A Ph.D. in Computer Science, Mathematics, or Physics.
At least 5 years of experience in the field
Excellent knowledge of Supervised methods (Classification, Regression) and Unsupervised methods (Clustering, Feature Selection, Dimensionality Reduction)
Experience in Reinforcement Learning (Multi-Armed Bandit, Markov Decision Process, and Q-learning)
Excellent knowledge of Python and SQL
Knowledge of the most important Python libraries for Machine Learning and Data Analysis (scikit-learn, Pandas, matplotlib, Numpy, Scipy, MLflow)
Experience with distributed version control systems: mostly Git (Github and/or Bitbucket).
Experience with Deep Learning (Recurrent Neural Networks, Convolutional Neural Networks, Transformer, and Autoencoders)
Experience with Keras (and TensorFlow) or PyTorch
Desirable
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