Ericsson R&D Shanghai is reinforcing the Machine Learning focus team in order to drive and coordinate various customer Proof-of-Concept and internal research activities in ML area, explore the possibilities of turning these ideas and prototypes into tangible business offerings

Responsibilities:

• Create Scalable Machine Learning systems that are highly performant
• Identify patterns in data streams and generating actionable insights
• Customize Machine Learning (ML) algorithms for different use cases
• Participate related Proof-of-Concept with customer to apply machine learning algorithms in different use cases
• Investigate new machine learning technologies & identify feasible ones for specific cases
• Collaborate with others both internally and externally in machine learning area.
• Prepare and provide machine learning trainings to other colleagues. [Sean Yin] We can remove this

Requirements:

• An interest in exploring how ML AI can be leveraged for the use cases in telecom domain
• Major in Computer Science, Mathematics, Physics, Artificial Intelligence, or related
• Software development experience Python / C++ / Java
• Writing Hive or SQL queries for Data extraction
• Experience with *nix systems, open source software and libraries.
• Hands-on experience with one or more ML algorithms such as Regression, Clustering, Trees/Random Forest, Bayesian statistics, SVM, Neural networks, deep learning/reinforcement learning, etc.
• Familiarity with frameworks such as MLlib, scikit-learn, H2O, Torch, TensorFlow, Theano, Caffe