The leading worldwide company, which is a leader in the producing of high-tech products. Company was found in the first half of the 20th century and has 22 R&D center around the world. Business areas: consumer electronics; IT and mobile communications; hardware solutions.
Key words would be: Python, Java, C++, Machine Learning, Deep Learning, NLP
Company provide products for cybersecurity domain with appliance of Natural Language Processing.
Main direction is oriented on the solving the following problems:
Semantic Similarity Detection
To classify named entities in text into pre-defined categories.
2+ years experience with Machine Learning and Deep Learning.
Practical experience in NLP related projects.
Strong knowledge in Python (Java or C++ will be a plus)
Experience in usage of Tensorflow, Keras or PyTorch
Good understanding of classical and ML algorithms.
Bs/Ms Degree in computer science or mathematics.
Experience in usage ELK stack
Experience with Spark, Hadoop
Docker/Kubernetes usage experience will be a plus
The position requires mixed skills of researcher and developer.
Analyze the defined problem.
Check for best available approaches (checking relevant whitepapers, make data analysis according to CRISP-DM, implementing experiments), improve them and apply.