The research will be focusing on the design and development of AI-based technologies for 2D and 3D/volumetric data. Particular importance will be given to:Neural 3D Reconstruction and enhancement (super-resolution, occlusions removal, camera calibration, NeRF)Neural-based volumetric video compression (autoencoders, CNN, DNN for 3D video compression)Responsibilities:Image and Video ProcessingVideo Coding (particularly relevant for 3D video and/or point clouds)3D video Processing (calibration, reconstruction)AI and Neural-based image and video processingMinimum Requirements:Thorough understanding of Deep Learning / Machine Learning (i.e., architecture, mathematics, datasets, and intuition behind)Experience with any of the Deep Learning frameworks (Tensorflow, PyTorch, Jax, Caffé, Keras, etc.)Strong C/C++ programming and software design skillsPython experience is a plusEnjoy working on both Research & Development related activitiesOther Relevant Requirements Include:Programming skills (Unity, C#, C++, Python)Hardware and electronics skills (RGBD and/or lightfield cameras knowledge)English professional proficiencyWriting and presenting skillsCommunication skillsTeamwork, and supervision of team membersWho We Are: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.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.Fixed + 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 operating 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 transparent. 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 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!
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