ML engineering (co-op)
Ottawa, ON, Canada
Huawei Technologies Canada Co., Ltd.
Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices.Company Description
About Huawei
With 194,000 employees and operating in more than 170 countries and regions, Huawei is a leading global creator and provider of information and communications technology (ICT) infrastructure and smart devices. Integrated solutions span across four key domains – telecom networks, IT, smart devices, and cloud services. Huawei is committed to bringing digital to every person, home and organization for a fully connected, intelligent world.
About Huawei Canada
Huawei Canada focuses on fundamental research and development aimed at solving complex technical problems in emerging technologies like 5G, AI, Human Computer Interaction and Autonomous Driving. With ongoing research initiatives with 10 Universities across Canada and strategic collaboration agreements with several Universities, we support Canada’s rich research community. In 2020, Huawei Canada ranked among the Top 20 corporate R&D investors in the country with a huge 40% increase in R&D investment year over year. Huawei Canada was established in 2008 and now has a total workforce of 1,200 in our six research centers across Canada.
Why work with Huawei Canada?
You will have the opportunity to work on real world problems that impact people across the globe. Many of our researchers are actively involved in publishing conference and journal papers, inventing patents and solving challenging technical problems. With cutting edge tools, access to highly specialized leaders and researchers, and significant funding, you will be well supported to fulfil your potential and pursue your professional dreams.
Job Description
Huawei Canada's rapid growth has created an excellent opportunity to build and grow your career and make a big impact to everyone's life! Our Ottawa Research Centre is currently looking to hire a Support Engineer intern for a 4-12month term. An 8-12month term is encouraged. We are looking for highly motivated students to join a strong and reputable team to work on cutting edge research for our Wireless Advanced Systems group.
The team is involved in cutting edge AI (machine, deep, and reinforcement learning) research with applications in network traffic engineering, next generation wireless networks (5g+ and 6G), cloud-RAN, and edge computing in order to forge and formulate innovative ideas, conduct theoretical research, pioneer technological trends, and develop proof of concept demonstrations
The selected students will work closely with senior and highly skilled team members on AI projects. They will actively participate in developing prototypes, implementing proof of concept code, and will use the lab equipment and environment to assist in development of the required software and associated demonstration network. In addition, the selected candidates will also be exposed to and have the opportunity to learn, or refine skills in some or all of the following technologies:
- Deep learning
- statistical learning and Bayesian models
- split learning, federated learning, and transfer learning
- Tensorflow, Keras, and Pytorch
- Recurrent and convolutional neural networks, encoder-decoder structures, generative adversarial networks
- Socket programming
Qualifications
· Pursuing a degree in computer/electrical engineering, computer science, or related disciplines.
· A strong background in and a fundamental understanding of ML/DL, and exposure to advanced ML trends (such as federated and transfer learning)
· Background on networking and 5G (optional, preferred).
· Strong software design skills, programming background (python, C/C++) and development experience (preferably in a Linux environment).
· Comfortable working in the lab.
· Fast learner, highly adaptable, and capable of working in a fast pace research environment.
· Ability to work on different stages of projects from inception to simulation to proof of concept development.
· Excellent analytical skills.
· Excellent communication skills.
· Results oriented and excellent team player.
Additional Information
Huawei Canada is committed to providing valuable co-op opportunities to both undergraduate and graduate students.
Working with us provides you the opportunities to network with the world leading professionals, to integrate theoretical knowledge with practical skills, and most importantly, to experience the cutting-edge technology before everyone else.
We have internships throughout the year for you to choose from, co-op work term (4, 8, 12, 16 months) may begin in September, January, and May. Join us and together we will pave the way towards a better connected world.
We thank all applicants for their interest in career opportunities with Huawei. Only selected candidates will be contacted for an interview.
Tags: Autonomous Driving Bayesian C++ Computer Science Deep Learning Engineering GANs Keras Linux Machine Learning Python PyTorch R R&D Research Statistics TensorFlow
Perks/benefits: Career development
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