Read whitepapers and explore state-of-the-art technology. Apply it in quick prototypes.
Conduct research and build models in different fields of ML.
Participate in team brainstorming sessions help to validate business ideas at an early stage.
Collect, transform, and preprocess raw data to prepare it for modeling.
Design, develop, train, and test models and algorithms.
5-10+ years of experience researching and developing Machine Learning algorithms
Deep understanding of Machine Learning & Deep Learning concepts and algorithms
Curiosity, empathy, strong research skills and ideas generation mindset.
Ability to do quick prototypes and implement new ideas, finding simple and accurate problem solutions.
Experience with libraries and frameworks (Scikit-learn, TensorFlow, Keras, PyTorch, XGBoost, Catboost, etc.)
Degree in Computer Science, Data Science, Mathematics or similar field
Continuous learning in DataScience. Participating in online classes, etc.
Experience with deployment to the cloud
Experience to work with a couple of ideas in parallel.
Previous experience in R&D projects.