I-2463 Experienced Researcher in The Field of Frugal/green Ai

il y a 1 semaine


EschsurAlzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

**Permanent contract | Belval**:
**Are you passionate about research? So are we Come and join us**:

- The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public authorities in their decisions and businesses in their strategies.

**How will you contribute?**:
The LIST AI Initiative, supported by the LIST Board of Directors, aims to expand LIST's AI capabilities and maximise the impact of AI innovation both within LIST (AI applied to scientific research in all LIST RDI units and AI applied to improve the performance of LIST corporate support functions) and outside LIST (AI applied to improve products, services and processes of private and public organisations through collaborative projects and/or contract research).
- One of the key areas of interest in the LIST AI initiative is that of Frugal AI, understood in a very broad sense: from the analysis of “frugality” of current AI models to the selection/adaptation of models to be deployed in constrained resources (in terms of energy, memory ) depending on the client requirements as part of the design process of a new software system with sustainability concerns.
- In this context, LIST is seeking to recruit an AI experienced researcher with a strong specialization and interest in the field of Frugal AI (and similar terms: green AI, low-resource AI, constrained AI,).

You will join the LIST AI Initiative team as a member of the SWRDI research group and collaborate with peers in a dynamic and evolving research environment within the SWRDI group, the HANDS unit and, in general, with other LIST units requiring expertise in the Frugal AI field.
- The SWRDI team specializes in the design and development of smart (i.e. AI-enhanced) software systems. We believe energy concerns should be part of the software design from its early stages and therefore, we believe there is the need to specify resource requirements as part of the requirements engineering phase. These requirements will be then analysed against the energy/memory requirements of AI models to optimize the system behaviour while minimizing the resources consumed by the AI components in it.
- We’ll expect from you to lead research and innovation (RDI) activities in Frugal AI. As an experienced researcher, you will take the lead in:

- Delivering Research, Development and Innovation (RDI) activities.
- Developing and coaching the LIST RDI teams in this topic; and
- Maximising the impact of Frugal AI initiatives through externally funded projects with public or private organisations.
- Your role will include:

- Lead the research, development and innovation (RDI) activities on the Frugal AI topic, defining and shaping research directions in line with LIST's strategic objectives.
- Drive the development of innovative Frugal AI technologies and methodologies.
- Develop and manage RDI project proposals, ensuring alignment with strategic research objectives at the group and unit level. Identify funding and grant opportunities; prepare and submit proposals to secure financial support for RDI activities.
- Oversee the execution of RDI projects with external partners, ensuring that they meet their objectives, timelines and budgets.
- Align with ongoing standards around Frugal AI and Green AI and explore opportunities and collaborations with the consortia behind those standards.
- Establish and maintain collaborations with industrial partners, public organisations, research institutes and universities to enhance research impact and technology transfer.
- Actively participate in EU and (inter)national consortia and contribute to collaborative research projects. Increase LIST's visibility in the AI field through publications, presentations and participation in relevant forums and conferences.
- Deep scientific and technical expertise, demonstrated by publications and successful RDI projects, in at least some of these topics is required:

- Frugal AI / Green AI and, in general, the design and deployment of AI models in low-resource environments.
- Generative AI, including large language models (LLMs), multimodal foundation models, retrieval augmented generation (RAG), fine-tuning and optimisation techniques for LLMs.
- Use of AI to improve sustainability aspects of AI and non-AI systems based on an analysis of their current architecture and operational data.
- Machine learning and neural network architectures, including convolutional, recurrent and transformer networks.
- MLOps and model management to streamline ML development.
- Multimodal input and how multimodality impacts frugality.
- Data management, data valorisation and data processing techniques, including data sandboxes, data spaces, data synthesis and data augmentation.
- AI evaluation, assessment, testing and benchmarking, including AI san



  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description **Permanent contract | Belval**: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description **Permanent contract | Belval**: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Permanent contract | Belval**: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description **Permanent contract | Belval**: ***: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools,...


  • Esch-sur-Alzette, Luxembourg LISER Temps plein

    **Date**:17 Sep 2024 **Location**: Esch-sur-Alzette, LU, L-4366 **Company**:LISER **The Luxembourg Institute of Socio-Economic Research (LISER)** **is recruiting a** **Research Associate in the field of Transport planning and Mobility (Post-doc, f/m)** - **Ref**: 24-21**: - **2 years fixed-term contract, full-time (40h/week)**: - **Expected start date...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Permanent contract | Belvaux**: ***: **Are you passionate about research? So are we! Come and join us**: - The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Are you passionate about research? So are we! Come and join us** - The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description Permanent contract | Belvaux **Are you passionate about space resources? So are we! Come and join us**: The European Space Resources Innovation Centre (ESRIC) is a joint initiative of the Luxembourg Space Agency (LSA), the European Space Agency (ESA) and the Luxembourg Institute of Science and Technology (LIST). ESRIC aims to become an...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Permanent contract | Belvaux **Are you passionate about space resources? So are we! Come and join us**: The European Space Resources Innovation Centre (ESRIC) is a joint initiative of the Luxembourg Space Agency (LSA), the European Space Agency (ESA) and the Luxembourg Institute of Science and Technology (LIST). ESRIC aims to become an internationally...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Are you passionate about research? So are we! Come and join us** - The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description Permanent contract | Belvaux **Are you passionate about space resources? So are we! Come and join us**: The European Space Resources Innovation Centre (ESRIC) is a joint initiative of the Luxembourg Space Agency (LSA), the European Space Agency (ESA) and the Luxembourg Institute of Science and Technology (LIST). ESRIC aims to become an...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Permanent contract | Belval**: ***: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Permanent contract | Fulltime/40h | Belval**: ***: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools,...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices,...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Are you passionate about research? So are we! Come and join us**: - The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices,...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Are you passionate about research? So are we! Come and join us**: - The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description **Permanent contract | Belval**: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    **Are you passionate about research? So are we! Come and join us** The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and tools, LIST empowers citizens in their choices, public...


  • Esch-sur-Alzette, Luxembourg Luxembourg Institute of Science and Technology (LIST) Temps plein

    Description **Permanent contract | Hautcharage**: ***: **Are you passionate about research? So are we! Come and join us**: The Luxembourg Institute of Science and Technology (LIST) is a Research and Technology Organization (RTO) active in the fields of materials, environment and IT. By transforming scientific knowledge into technologies, smart data and...