Posted on:4 Apr 2021 BACK TO SEARCH
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Job Type
Full Time -
Experience
2-4 year -
Salary
Can$95,000 - Can$170,000 / Year -
Location
Montreal, QC, Canada -
Job Function
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Industry
Information Technology -
Qualification
Key Skills
Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch
Job Description
- Work on innovative ML models with applications on graph-structured data (such as telecommunication networks, recommender systems, and knowledge graph);
- Keeping up-to-date on selected areas of ML (such as graph representation learning, recommended systems, and deep learning);
- Implement algorithms for proposed models and applications;
- Work closely with researchers in the team;
- Write scientific reports;
- Submit manuscripts to top-tier conferences and file high-value patents.
Qualifications
- PhD degree in Computer Science, Statistics, Applied Mathematics or a related technical field;
- Good understanding of basic ML methods (supervised/unsupervised learning);
- Good knowledge of Deep Learning (DL) components (training, regularization, generalization) and familiar with common DL architectures (e.g., CNNs, RNNs, AEs, GANs);
- Have publication experience in top AI/ML conferences are preferred (e.g. NeurlPS, ICML, KDD, ICLR and etc.);
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- Knowledge in graph representation learning models (e.g., Deepwalk, GCNs, and GraphSAGE);
- Experience in telecommunication system such as wireless networks is a plus;
- Experience in language modeling, knowledge graph or recommender systems is a plus;
- Experience in parallel model training is a big plus;
- Strong coding skills in Python;
- Experience with coding in Tensorflow or Pytorch;
- Have good communication skills.
Company Info.
HuaweiHuawei is a Chinese multinational technology corporation headquartered in Shenzhen, Guangdong province. It designs, develops, manufactures and sells telecommunications equipment, consumer electronics, smart devices and various rooftop solar products. Huawei has deployed its products and services in more than 170 countries and areas.
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IndustryTelecommunications,Artificial intelligence,Cloud computing,Semiconductors,Consumer electronics,Internet of things
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No. of Employees194,000
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LocationShenzhen, Guangdong Province, China
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Website
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Jobs Posted