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    Machine Learning Engineer - Barcelona, España - I2Cat Foundation

    I2Cat Foundation
    I2Cat Foundation Barcelona, España

    hace 5 días

    i2CAT Foundation background
    Descripción

    The i2CAT Foundation is looking for a Machine Learning Engineer who is willing to get involved in exciting Research and Innovation projects in the framework of the Horizon Europe, and the Catalan and Spanish research programs.

    The suitable candidate will join the research area of Distributed Artificial Intelligence (DAI).

    This area holds expertise in Computer Vision, Machine Learning, Deep Learning and optimization problems; and applies this knowledge to the verticals of ambient intelligence, mobility, telecommunications, manufacturing, energy, health, sustainability and cybersecurity.

    Our team is an active player in the European research ecosystem and participates as partners or subcontractors in other R&D projects.

    Our area also offers professional services to relevant industry and SMEs.
    The selected candidate that will join i2CAT will start working in the following projects side by side with our Catalan and European partners:

    Mossos d'Esquadra:

    Robot Portraits, introduces an innovative solution aimed at equipping police forces with more accurate and adaptive tools to identify individuals through realistic and up-to-date representations.

    An external partner will manage the frontend development of the solution and participate in the generation of 2D portraits using image-generative AI, while i2CAT's role includes applying advanced data enhancement techniques, leveraging generative AI techniques to create lifelike 3D portraits, and incorporating natural voice interaction.

    Together, these efforts aim to revolutionize forensic and criminal investigations by providing cutting-edge technology that optimizes recognition capabilities while streamlining police operations.


    Fundació TIC Salut i Social:

    Synthetic Data Generation is a project which focuses on generating high-quality synthetic tabular data from public datasets using advanced generative AI techniques.

    This innovative approach enables unrestricted research and development while safeguarding privacy, fostering a collaborative environment for transformative data-driven solutions in healthcare.

    She/He will develop the following tasks in the projects above listed, and in new projects that will aris


    e:
    Participate in technological developments of R&D solutions.
    Analyze and discuss technical requirements with the clients and end users.
    Design and develop AI/ML/DL models for prediction, optimization, detection, tracking, forecasting, clustering, etc.
    Participate in the writing and editing of the documents and deliverables associated with the projects.

    Work together with the colleagues of the Distributed Artificial Intelligence area, other research areas, and the collaborating partners to deliver a proof-of-concept and documentation of the product that meet the desired standards.

    Participate in the development of pilots and use cases that showcase the proof-of-concept's capabilities.

    Who we ar


    e:

    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.

    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 lifestyleFree 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.

    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
    RequirementsBsC in engineering, mathematics, physics or equivalent.
    Proven knowledge of AI, Data Analytics and Mathematical Modelling techniques.
    Practical knowledge of Computer Vision and Machine Learning.
    Knowledge of data engineering.
    Knowledge in modelling and solving optimization problems.

    Proven experience with at least one programming Languag


    e:
    Python (preferable) or C++

    Knowledge of machine learning tools:
    Sklearn, Tensorflow, OpenCV, Pandas, Pytorch, Keras, Jupyter, etc.
    Experience in AI research and innovation projects.
    Excellent English level, both written and oral.
    Pro-active and independent individual.
    Analytical mind-set able to propose solutions to new and known problems.

    Nice to hav


    e:
    MSc/Ph.
    D in Artificial Intelligence.
    Deep knowledge in Generative AI.Experience in Natural Language Processing.
    Experience in R&D projects.
    Experience defining the scope and the technical requirements.
    Experience in project planning, i.


    e:
    define tasks, set goals, estimate effort, and describe deliverables.
    Experience in data collection and processing.

    Experience in projects and tasks management tools (ex:
    Jira Altassian).Professional level for Spanish and/or Catalan.#J-18808-Ljbffr
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