Posted by - Ross D. at Nov 20, 2020 Seine-Saint-Denis, France
Toogit Instant Connect Enabled
Nov 20, 2021
General IT requirements: - knowledge of Python3 / \u0421 ++ / C # / Java; - understanding of complex data structures; - desirable experience in the field of programming robotics. - knowledge of basic network protocols and client-server architecture; - experience in creating microservice architectures. - Experience in creating multi-agent systems. - Git experience; - experience with SQL and No SQL databases (in particular with graph databases); - understanding and applying complex design patterns (for example, Blackboard); - Good problem solving skills, algorithm development, system design
General requirements for data analysis and big data: - experience with Machine Learning (techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision tree, clustering, artificial neural networks, GAN, genetic algorithms, etc.); - experience with deep learning; - experience with Reinforcement learning; - Experience of Natural Language Processing and in particular Information Extraction; - experience in standard technologies of data science (PyTorch, Pandas, Keras, SciPy, SciKit, Tensorflow, NumPy, MatLab, etc.); - Experience in creating data storage and processing architecture and knowledge (data architectures, data models, data warehouses / data lakes). - Knowledge of the semantic web
Cognitive Systems Requirements: - successful experience in creating cognitive decision-making systems and knowledge representation (action selection, planning, knowledge representation, analogy making) - experience with automated control systems.