DATA SCIENTIST

REPORTS TO: ANALYTICS AND DATA SCIENCE DIRECTOR

RESPONSIBILITIES:

• Clean, organize and explore large data sets;
• Perform in depth analysis to uncover hidden patterns;
• Develop processes to identify the most relevant data;
• Create classification, prediction, and optimization models;
• Put the models in production;
• Improve the models using ML techniques;
• Develop ad-hoc and custom analysis;
• Provide reports with insights and recommendations;
• Communicate the results through storytelling and data visualization.

EXPERIENCE & QUALIFICATIONS:

• MS in Computer Science, Artificial Intelligence, or a related quantitative field;
• +3 years in data science/machine learning experience;
• Experience in working with Machine Learning techniques (Supervised learning, Unsupervised Learning, Reinforcement Learning, Statistical Pattern Recognition);
• Good knowledge of Deep Learning, Artificial Neural Networks, Recurrent Neural Network, Auto Encoders, data preprocessing and data analysis;
• Experience in AI/ML Python libraries and frameworks such as Scikit-Learn, Pandas, NumPy, Matplotlib...;
• Experience with Tensorflow (preferred) or similar frameworks (PyTorch or Caffe) with good command over respective data pipelining, matrix algebra and statistics libraries;
• Advanced knowledge in Python programming and Object-Oriented Programming (preferred);
• Good knowledge of Version Control Systems (git…);
• Experience in data preprocessing, cleaning;
• Bilingual (French and English).

NICE TO HAVE:

• Experience with Google Cloud;
• Published papers or articles.

MOTIVATION & INTERESTS:

• Ambition and passion for video games are essential!