Machine Learning Expert - Shanghai
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
- 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.
- An interest in exploring how ML AI can be leveraged for the use cases in telecom domain
- 4+ years of software development experience post graduate school
- 2+ years of experience working in applying Machine Learning to solve complex problems
- MS in Computer Science, Mathematics, Physics, Artificial Intelligence, or related
Skill belt should include:
- Software development experience in Python / C++ / Java
- Writing Hive or SQL queries for Data extraction
- Experience with *nix systems, open source software and libraries.
- Experience in the telecom industry, especially core network is a plus
- 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
Besides technical expertise, the ability to work in a highly matrixed and collaborative environment is required.
The person must have demonstrated strong drive to accomplish high-impact results, setting tough goals for himself/herself and executing to it, energetic and positive spirits taking pride in achievements, and straightforwardness in dealing with others in a direct and productive manner.