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Junior Engineer - AI/ML-driven Energy optimizations for 5G networks


  • Location: Barcelona (Spain)
  • Contract: Training contract for obtaining professional practice
  • Working day: Full time
  • Sector: Internet and technology
  • Vacancies: 1
  • Discipline: R&D
  • Work modality: Hybrid

Fundació i2cat

Job description

The Mobile and Wireless Internet (MWI) group at i2CAT is looking for a Junior Engineer/Researcher to work on energy optimization topics within the framework of the SNS BeGREEN project https://www.sns-begreen.com/.

 

BeGREEN project will take a holistic view to propose evolving radio networks that not only accommodate increasing traffic and services but also consider power consumption as a factor.

 

The Junior engineer/researcher will carry out research focused on the development and application of AI/ML-based predictors to drive optimisations focused on enhancing the energy efficiency of 5G networks. The researcher will have access to a real dataset provided by a MNO consisting of multiple 4G and 5G KPIs. 

 

The Engineer/Researcher will be part of the O-RAN team within MWI-SDWN research line and directly contribute to BeGreen WP4, attending meetings and contributing to the project deliverables and publications. The successful candidate will report to a senior researcher of the team and collaborate with other researchers at MWI that focus on 5G and Open RAN topics and are also contributing to the BeGreen project.

The candidates responsibilities include:

  • Analyse the dataset and the provided KPIs. 
  • Develop and evaluate AI/ML-based predictors for load and energy consumption. 
  • Contribute to the use case focused on optimising the energy efficiency of a 5G network using the AI/ML-based predictor to decide switching on/off the cells. 
  • Contribute to deliverables and publications

More info about Mobile Wireless Internet group here: https://i2cat.net/research-topics/mobile-wireless-internet

 

Who we are:

The i2CAT Foundation is a non-profit research and innovation center that promotes mission-driven R&D activities on advanced Internet architectures, applications, and services. More than 15 years of international research define our expertise in the fields of 5G, IoT, VR, and Immersive Technologies, Cybersecurity, Blockchain, AI, and Digital Social Innovation. The center partners with companies, public administration, academia, and end-users to leverage this knowledge in order to meet real social and business challenges.

The greatest value of i2CAT is the talent of the people who make up our human team. We enjoy a team of people from more than 13 different nationalities and work every day to create and foster a work environment where we all feel comfortable creating, innovating and growing.

Want to know more? Visit our webpage! www.i2cat.net

 

What will you enjoy?

  • Work from our offices or from home, whichever works best for you. We ask for two days in person at the office to coordinate with the rest of the team.
  • This is a full-time vacancy
  • We have a flexible work schedule respecting your work-life balance
  • Reduced working hours on Fridays and in July and August
  • Fix + variable salary
  • Optional benefits: Travel pass, restaurant vouchers, nursery services support, medical insurance
  • Annual leave of 27 working days
  • We have fruit in the office to promote a healthy lifestyle
  • If you are interested, you can participate in events of your sector.
  • You will work with a laptop. You can choose your operative system, Mac, Linux or Windows.
  • Company social and team-building events (virtual & in-person)
  • You can develop your own and personal training programme with our support
  • We will work so that you have a career plan to promote your growth and development

 

Where will you do it?

At i2CAT we already have an established ‘work-from-home’ policy for some time. You can work from home or from the office, whichever suits you best. We expect that you attend the office two days per week: one to stay connected with your team and another one to engage with other colleagues

If you decide to come to the office, we are located in Zona Universitària, next to the Campus Nord of the UPC, within a multidisciplinary and multicultural environment. It is a very well-connected area (metro, tram, bus) with bars and restaurants around.

Our offices are designed with an open-office concept where everything is light and transparency. We have a variety of workspaces so that you don't have to be at the same table all day.

i2CAT is an organization committed to equal opportunities. That is why we seek to increase the number of women in those areas where they are underrepresented, and therefore explicitly encourage female candidates to apply.

I2CAT is an organization committed to creating an environment where we celebrate diversity, and where we provide the dedicated support that our employees need, regardless of their disability.

If what you have read sounds good to you... let’s have a coffee and we will tell you more!

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Requirements

Minimum requirements:

  • Bachelor's degree in telecommunications or computer science
  • Experience coding in Python for data analysis.
  • Knowledge on AI/ML.
  • Basic knowledge on 5G. 
  • Good level of English

Desired requirements:

  • Knowledge on managing datasets.
  • Knowledge on developing AI/ML models. 
  • Knowledge on radio accesss networks (5G, Wi-Fi)
  • Knowledge on the O-RAN architecture.
Job closed

  • Location: Barcelona (Spain)
  • Contract: Training contract for obtaining professional practice
  • Working day: Full time
  • Sector: Internet and technology
  • Vacancies: 1
  • Discipline: R&D
  • Work modality: Hybrid