Senior Research Engineer - ML & 3D Reconstruction

Fundació i2cat; Barcelona; Híbrido; EUR 40.000 - 80.000; Jornada completa

Descripción de la vacante

Join a forward-thinking organization committed to research and innovation in 3D reconstruction. As a Senior Research Engineer, you will leverage your expertise in machine learning and computer vision to develop cutting-edge solutions for real-time holoportation systems. Collaborate with a diverse team of experts to explore novel methods and enhance the quality of 3D reconstructions. Enjoy a flexible work environment with opportunities for personal growth and professional development. This is your chance to make a significant impact in a dynamic field while working with a passionate team dedicated to advancing technology.

Servicios

Flexible work schedule

Reduced hours on Fridays

27 days annual leave

Medical insurance

Restaurant vouchers

Public transport vouchers

Free coffee and tea

Company laptop

Team-building events

Personal training program support

Formación

• Experience in applying ML techniques for 3D reconstruction.
• Knowledge of different ML architectures and frameworks.

Responsabilidades

• Design and test new models for real-time holoportation.
• Integrate novel solutions into existing systems.
• Explore methods for large scenario 3D reconstruction.

Conocimientos

Machine Learning

3D Reconstruction

Computer Vision

GPU Programming

Pinhole Camera Modeling

Educación

Master's Degree in Computer Science

PhD in a related field

Herramientas

CUDA

OpenCL

Descripción del empleo

The i2CAT Foundation (Barcelona) is opening a position to advance in the research and innovation field of high quality 3D reconstruction, both offline and in real-time.

The candidate will join i2CAT’s Media Tech group, which is composed of over 20 experienced researchers and engineers in the fields of distributed and interactive multimedia systems and media processing, and is involved in relevant R&I projects with the European and national ecosystems, in close collaboration with key players from academia and industry.

This area is seeking a Senior Research Engineer with experience in the application of Machine Learning techniques applied to 3D/Volumetric reconstruction. The ideal candidate should have experience with different ML architectures and frameworks used in the field of Computer Vision and 3D reconstruction. The candidate should also be highly knowledgeable in pinhole camera modeling and parameterization. . Additionally, having experience in GPU programming is a plus (e.g.: CUDA/OpenCL). The candidate will be involved in cutting-edge research, innovation and development tasks. In particular, the candidate in charge of building custom datasets, designing and testing new algorithms and solutions in the field of 3D reconstruction and integrating the developed solutions into our platform.

The candidate should be highly self-driven while also capable of seamlessly collaborating hand-in-hand with different experts within i2CAT and highly relevant international partners from academia and industry under the umbrella of competitive national and international projects (Horizon Europe, European Smart Networks and Services Joint Undertaking, SNS JU).

The results from the planned research and development activities are expected to lead to high-impact scientific publications, technology/knowledge transfer (e.g., open-source software, patents, contributions to standards), resulting cutting-edge software and services, and career development opportunities.

The candidate, along with the 3D reconstruction team within Media Tech, will be involved in the development of novel methods to enhance the quality of our 3D holoportation system using advanced computer vision approaches. The candidate will also be in charge of exploring other 3D reconstruction solutions for tasks such as 3D reconstruction of large scenarios (e.g.: a city monument and surroundings) and offline high definition and high fidelity human reconstruction. Besides, the candidate will be actively involved in the development of Media Tech’s active National/European projects (Such as Didymos,XRECO and PRESENCE)

In particular, the candidate duties can be summarized as:

• Design and test new models to enhance the quality of our current real-time holoportation system.
• Integration of novel solutions in the current system.
• Explore and design novel 3D reconstruction methods for other relevant use cases such as large scenarios 3D reconstruction or high definition avatars.
• Third party technologies integration and innovation.

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 only ask for one day 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 based on objectives.
• You decide wether you preferr to receive your salary in 12 or 14 payments.
• Optional benefits: Configure your salary according to your needs. We offer you the option of restaurant vouchers, public transport vouchers, nursery services, and medical insurance.
• Annual leave of 27 working days.
• We have fruit in the office to promote a healthy lifestyle
• Free coffee and tea.
• 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 one day per week to stay connected with your team and 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.

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