Internship - Deep learning based models for access network QoS estimation in Antwerp

Beschrijving

About Nokia At Nokia we create the technology to connect the world. Developing and delivering the industry's only end-to-end portfolio of network equipment, software, services and licensing that is available globally. Through our research teams, including the world-renowned Nokia Bell Labs, Nokia is leading the world to adopt end-to-end 5G networks that are faster, more secure and capable of revolutionizing lives, economies and societies. Nokia adheres to the highest ethical business standards as we create technology with social purpose, quality and integrity. A truly global company, we are 160 nationalities working in more than 100 countries. About Nokia Bell Labs Do you want to change the world?
Do you want to invent the future?
Are you looking for meaningful real-world experience?

Then Nokia Bell Labs, the Nobel Prize winning research organization, is for you. We are currently accepting applications for our intern program.

Nokia Bell Labs is building the future – connecting all humans, all senses, all things, all systems, all infrastructure, all processes. Discovering the possibilities that shape the human experience are at the heart of everything we do. Our interns will have the opportunity to learn from and work with industry leading experts, and the best and brightest minds, who solve the most formidable challenges confronting our world through disruptive innovation and research.

Projects for the 2021 internship cover technologies such as 5G&6G, augmented intelligence, smart devices, IoT, data analytics, robotics, AI, cloud technologies and more…

As well as providing hands-on educational and collaborative experiences for a pool of talented and highly motivated students, our internship program will expand your field of study by exposing you to an unparalleled diversity of people, expertise and perspectives. In classic Bell Labs style, you will leave changed forever by an experience that will redefine your future. Job Description

Autonomous Network Optimization & Troubleshooting

Our Artificial Intelligence experts perform research and develop a software system able to autonomously manage, provision, optimize and troubleshoot the network’s broadband services, in real-time. This leverages state-of-the-art machine/deep learning techniques and large scale amount of data.

The internship will be officially located in Antwerp (Nokia Belgium HQ) and will typically lasts during a period from 6 to 12 weeks (to be agreed). However, nowadays a large part of the internship might be handled remotely.

Job Responsibilities & Competencies The AI/ML team within APSS Lab is looking for a M.Sc. student to design, implement, train and validate models for classification/regression purpose. The data set will be provided by Nokia as well as the dev. environment. The student will have the opportunity to put in practice his theoretical knowledge in collaboration with Nokia data scientists and physical layer experts. Qualifications

Good knowledge regarding the machine learning concepts (model types, hyper-parameters tuning, backpropagation, performances evaluation,… ). Having knowledge on convolutional neural networks is an asset.

Being autonomous with an open source library (TensorFlow/Keras, scikit-learn,…) and being autonomous with Python programming are pre-requisite.

Some bases in signal processing is a plus, as well as in telecommunication (PHY-layer).

Good verbal and written skills in English (final presentation in English).

Large autonomy in the work, ability to ask for support, good communication, strong attention to details, … are essential skills for this type of internship.

Imagine creating technology that has the potential to change the world. Working with us, you will have a positive impact on people's lives and help to overcome some of the world's most pressing challenges. We act inclusively and respect the uniqueness of people. At Nokia, employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. Nokia culture welcomes people as their true selves. Come create the technology to connect the world. 

Extra informatie

Status

Inactief

Opleidingsniveaus

Anders

Plaats

Antwerp

Werkuren per week

8 - 40

Dienstverbanden

Tijdelijke fulltime baan

Beroepsgroepen subcategorie

ICT / IT / Programmeur

Rijbewijs nodig?

Nee

Auto nodig?

Nee

Motivatiebrief verplicht?

Nee

Talen

Frans