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Researcher in Artificial Intelligence - Computer Vision


  • Location: Barcelona (Spain)
  • Contract: Permanent
  • Working day: Full time
  • Sector: Internet and technology
  • Vacancies: 1
  • Discipline: R&D

Fundació i2cat

Job description

The i2CAT Foundation is looking for a researcher who is eager to get involved in exciting Research and Innovation projects which are part of the Horizon Europe framework, as well as Catalan and Spanish research programs. 

The suitable candidate will join the Distributed Artificial Intelligence (DAI) research area. This area holds expertise in Computer Vision, Machine Learning, and Deep Learning; and applies this knowledge in the verticals of media entertainment, ambient intelligence, mobility, telecommunications, manufacturing, energy, sustainability and cybersecurity.
Our team is an active player in the European research ecosystem. 

The selected candidate will start out working on the following European Horizon projects side by side with our European partners:

XRECO: The objective of this project is to build technology that paves the way for transforming the use of XR media content from being something occasionally involved in media production to being something regularly integrated in the media industry. 
DAI will be involved to create a set of AI-based media transformation services built around the NMR (neural media repositories) to produce novel media and XR experiences, including 3D neural reconstructions, image enhancement, and improve holoportation.
[ https://www.linkedin.com/posts/i2cat-foundation_i2cat-participates-as-the-technical-coordinator-activity-6990976420537597953-x3oE?utm_source=share&utm_medium=member_desktop ]

Didymos: This project focuses on advancing the state of the art of enabling technologies to allow for the creation of large-scale digital twins, synchronized in real-time with the real world.
DAI will participate in the 3D reconstruction, sensor data enhancement, and the semantic scene understanding tasks.

Principal tasks:

  • Plan and execute cutting-edge research to advance the state-of-the-art.
  • Collaborate with other researchers, and engineers to prototype software solutions.
  • Participate in technological developments of R&D solutions.
  • Participate in the writing and editing of scientific publications
  • Plan the activities that will be performed during the projects, define the resources needed, and supervise the technical part of the execution.
  • Coordinate, lead tasks and Work Packages in projects with multiple partners. 
  • Participate in the writing and editing of documents and deliverables associated with the projects
  • Work together with the colleagues of the Artificial Intelligent area, other research areas, and the collaborating partners to deliver a proof of concept and documentation of the product that meet the desired standards.
  • Prepare project proposals for EU and national calls.

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 do we offer?

  • 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 25 working days (the usual 22 + 3 additional ones)
  • Discount for the UPC gym
  • 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.
  • 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!

In case you liked it, but it is not your job offer, you may know someone else who fits perfectly and whom you would like to recommend!

Requirements

Minimum requirements:

  • Currently has or in the process of obtaining a M.S, or Ph.D. and publications in machine learning, AI, computer vision, computer science, statistics, applied mathematics, data science, or related technical fields
  • Deep knowledge of fundamentals in relevant areas of Machine Learning and Deep Learning.
  • Experience with some machine learning and state-of-the-art deep learning models (CNN, NERFS, VAE, GAN, Graphs)
  • Experience coding in Python, C++, or similar programming language
  • Experience working with Deep Learning frameworks such as Pytorch, Keras and/or Tensorflow.
  • Experience developing machine learning algorithms or machine learning infrastructure in Python or C/C++.
  • Analytical mind-set able to propose solutions to new and known problems and carry on research proactively
  • Good English level, both written and oral.

Desired requirements:

  • Experience in data enhancement (super-resolution, cleaning, de-noising, image quality, ...), 3D reconstruction, volumetric rendering, compression, or view synthesis
  • 2+ years of experience in Computer Vision, Artificial Intelligence or Computer Graphics, or related fields.
  • Publications at workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, NeurIPS, ICML, ICLR, etc.
  • PhD degree in machine learning, Artificial Intelligence, or computer vision
  • Experience in project planning, i.e.: define tasks, set goals, estimate effort, and describe deliverables.
  • Experience working with Point Cloud data
  • Expertise in tools (Docker, git, Jira)
  • Knowledge of Spanish and/or Catalan.
Job closed

  • Location: Barcelona (Spain)
  • Contract: Permanent
  • Working day: Full time
  • Sector: Internet and technology
  • Vacancies: 1
  • Discipline: R&D