Lavori attuali relativi a AI Researcher for Tiny Devices - Trento, Trentino-Alto Adige - Fondazione Bruno Kessler - FBK
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Embedded AI Researcher
1 settimana fa
Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pienoProject Overview: We are seeking a highly skilled researcher to investigate and develop novel learning methods for tiny AI devices with limited memory and energy budgets. The candidate will explore lightweight learning techniques to mitigate accuracy loss experienced by pre-trained models on resource-constrained devices.Key Responsibilities:Conduct an...
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Trento, Trentino-Alto Adige, Italia Https:Www.Energyjobline.ComSitemap A tempo pienoJob Description:At Https:/Www.Energyjobline.Com/Sitemap, we are seeking a highly motivated Research Intern to join our team and contribute to the development of innovative AI solutions for tiny devices. The primary focus of this internship is to investigate and develop forward learning methods tailored for deployment on tiny embedded neural processing units...
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler A tempo pienoJob Description: We are seeking a highly motivated Research Scientist to investigate and develop efficient AI models for deployment on tiny edge devices. The primary focus of this role is to explore lightweight learning techniques that can mitigate accuracy loss experienced by pre-trained models on resource-constrained devices. The successful candidate will...
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pienoAbout the JobFondazione Bruno Kessler - Fbk is seeking a researcher to investigate, develop, and deploy novel solutions for multilingual speech recognition and spoken language understanding.The ideal candidate will have a Master degree in data science, computer science, engineering, or related fields, and experience in AI solutions for speech recognition and...
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Researcher in Hydrogen Technologies
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pienoJob Title: Researcher in Hydrogen TechnologiesJob Description:We are seeking a highly motivated Researcher in Hydrogen Technologies to join our team at Fondazione Bruno Kessler - Fbk. The successful candidate will be responsible for supporting our projects and activities related to hydrogen production, storage, and final uses.Key...
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Battery Modelling Researcher
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pienoThe Sustainable Energy Centre at Fondazione Bruno Kessler - Fbk is seeking a talented researcher to join our team and contribute to the development of multiphysics models for redox flow batteries. The ideal candidate will have a strong background in physics, modeling, and computer science, as well as excellent programming skills in C/C++.Key...
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Quantum Photonics Researcher
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Trento, Trentino-Alto Adige, Italia Quantum Flagship A tempo pienoUnlock the Secrets of Quantum PhotonicsThe Quantum Flagship is seeking a highly motivated and talented researcher to join our team in the field of quantum photonics. As a PhD student, you will have the opportunity to work on cutting-edge projects, including the design and development of photonic circuits for quantum applications.Key Responsibilities:Design...
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Postdoctoral Researcher in Economics and Statistics
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Trento, Trentino-Alto Adige, Italia Department of Economics and Management, University of Trento A tempo pienoPostdoctoral Researcher in Economics and StatisticsWe are seeking a talented researcher with expertise in econometrics and data analysis to join our team at the Department of Economics and Management, University of Trento. The successful applicant will work on the project "GENESIS: Gender attitudes and child socioemotional skills", funded by the Italian...
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Postdoctoral Researcher in Economics and Statistics
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Trento, Trentino-Alto Adige, Italia Department Of Economics And Management, University Of Trento A tempo pienoPostdoctoral Researcher in Economics and StatisticsWe are seeking a talented postdoctoral researcher to join our team at the Department of Economics and Management, University of Trento, Italy. The successful candidate will work on the project "GENESIS: Gender attitudes and child socioemotional skills", funded by the Italian Ministry of University and...
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler A tempo pienoJob DescriptionThe Italian-German Historical Institute (ISIG) is a research centre that promotes historical studies in the fields of early modern and contemporary history. As a highly interdisciplinary and transnational research centre, ISIG's researchers develop projects in collaboration with other institutions and conduct individual studies in political,...
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A Researcher in Multimodal Speech Technologies
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler A tempo pienoAbout the JobFondazione Bruno Kessler is seeking a researcher to join their SpeechTek Lab, focusing on evolving language technologies for EU languages in the projects Eloquence and Meetween.Job DescriptionThe ideal candidate will contribute to investigating, developing, and deploying novel solutions for multilingual speech recognition and spoken language...
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Trento, Trentino-Alto Adige, Italia Quantum Flagship A tempo pienoQuantum Photonics PhD OpportunityThe Quantum Flagship is seeking a highly motivated PhD researcher to join our team in the Dolomites. Our laboratory is mainly involved in experimental research in the field of photonics. In particular, a part of the group is pursuing research activities comprising the design of photonic circuits featuring different levels of...
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Hpc Researcher at the Hicrest Lab, University of Trento
2 settimane fa
Trento, Trentino-Alto Adige, Italia Friends A tempo pienoJob SummaryThe Hicrest Lab at the University of Trento is seeking a highly motivated researcher to support advanced research and development in cutting-edge AI and high-performance computing projects. The successful candidate will work closely with multidisciplinary teams to oversee project execution, manage technical tasks, and contribute to innovative...
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pienoResearch Opportunity: DA-SOFC CharacterizationThe Centre for Sustainable Energy at Fondazione Bruno Kessler - Fbk is seeking a highly motivated student researcher to conduct experimental tests on a 6-cell stack of direct ammonia fuel cell as part of a master thesis experience. The project focuses on characterizing the performance map from static to dynamic...
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pienoMaster's Thesis: Control Development for Hydrogen Test Bench for ElectrolysisThe Centre for Sustainable Energy at Fondazione Bruno Kessler - Fbk is looking for a young student interested in carrying out a master's thesis experience with the title: "Control development for Hydrogen test bench for Electrolysis".This master's thesis presents the development of...
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - Fbk A tempo pienoThesis Proposal OverviewFondazione Bruno Kessler - Fbk is seeking a master's student to work on a thesis proposal focused on optimizing Balance of Plant (BoP) components for reversible Solid Oxide Cell (SOC) systems.The goal of this project is to enhance the overall efficiency and performance of these advanced energy conversion devices. Reversible SOC...
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Trento, Trentino-Alto Adige, Italia Fondazione Bruno Kessler - FBK A tempo pienoJob DescriptionThe Centre for Sustainable Energy at Fondazione Bruno Kessler - FBK invites applications for a thesis proposal focused on the techno-economic assessment of directly fueled ammonia fuel cells.This research delves into the promising realm of DAFCs, assessing their economic viability and potential for widespread adoption. The scope encompasses...
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Senior Transportation Engineer
1 settimana fa
Trento, Trentino-Alto Adige, Italia Systra Spa A tempo pienoAbout the RoleWe are seeking a highly motivated and innovative Civil Engineer to join our team at SYSTRA Spa. As a key member of our team, you will be responsible for designing and developing complex infrastructure projects, including tunnels, underground structures, railways, highways, and subways.Key ResponsibilitiesDesign road tracks, junctions,...
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Trento, Italia Fondazione Bruno Kessler A tempo pienoThe primary focus of this internship is to investigate and develop forward learning methods tailored for deployment on tiny embedded neural processing units with limited memory and energy budgets. Specifically, the candidate will explore lightweight learning techniques that can mitigate the accuracy loss experienced by pre-trained models when deployed on...
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Trento, Italia Fondazione Bruno Kessler A tempo pienoThe Centre on Sustainable Energy (SE)supports the development of devices and methods for generating, storing, and distributing energy solutions with low environmental impact. It is done from the perspective of energy sustainability, systems and solutions that respect the environment and the quality of life, and solutions with a lower impact on health and...
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Trento, Italia Hydrogen Europe A tempo pieno-Bruno Kessler Foundation FBK is a research institution devoted to excellence in research in numerous disciplines and it is designated to the role of keeping the Autonomous Province of Trento in the mainstream of European and international research. - Full Time - Italy, Trento-Rovereto - Posted 9 hours ago **Workplace Description** The HYdrogen...
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Trento, Italia Hydrogen Europe A tempo pieno**Fondazione Bruno Kessler****: FBK is a research institution devoted to excellence in research in numerous disciplines and designated to the role of keeping the Autonomous Province of Trento in the mainstream of European and international research. Each research area is assigned to a specific research Centre, of which there are eleven totals. Information...
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Trento, Italia Fondazione Bruno Kessler A tempo pienoFBK is opening a new internship opportunity in the Energy Efficient Embedded Digital Architectures - E3DA research unit of DigiS research center. The E3DA research unit focuses on wireless resource-constrained embedded technologies with a system-level approach targeting energy efficiency and Artificial Intelligence (AI) embedding at the very edge. Energy...
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Trento, Italia Hydrogen Europe A tempo pieno**Fondazione Bruno Kessler****: FBK is a research institution devoted to excellence in research in numerous disciplines and designated to the role of keeping the Autonomous Province of Trento in the mainstream of European and international research. Each research area is assigned to a specific research Centre, of which there are eleven totals. Information...
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Trento, Italia Fondazione Bruno Kessler A tempo pienoThe Centre on Sustainable Energy (SE)supports the development of devices and methods for generation, storage, and distribution of energy solutions at low environmental impact. This will be done in the perspective of energy sustainability, of systems and solutions that respect the environment and the quality of life, of solutions with a lower impact on health...
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Trento, Italia Department Of Economics And Management, University Of Trento A tempo pieno1 post-doc researcher in Economics, Statistics, quantitative Sociology (or close fields) at the University of Trento1 post-doctoral research fellow is sought to join a team working on the project "GENESIS: Gender attitudes and child socioemotional skills" at the Department of Economics and Management, University of Trento, Italy. Our team is looking for a...
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Trento, Italia Department Of Economics And Management, University... A tempo pienoOur team is looking for a talented researcher with interest in education and/or gender differences, to work on the project "GENESIS: Gender attitudes and child socioemotional skills", funded by the Italian Ministry of University and Research – PNRR GRINS Spoke 3.The project aims at measuring children's socio-emotional skills and children's, parents', and...
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Thesis Proposal: Optimization Of Bop For A Reversible Soc
4 settimane fa
Trento, Italia Fondazione Bruno Kessler A tempo pienoThe Centre for Sustainable Energy is looking for a young student interested in a master's thesis experience in the field of Sustainable Energy.This master thesis opportunity focuses on the optimization of Balance of Plant (BoP) components for reversible Solid Oxide Cell (SOC) systems, aiming to enhance the overall efficiency and performance of these advanced...
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Trento, Italia Fondazione Bruno Kessler - Fbk A tempo pienoThesis Proposal: Optimization of BoP for a Reversible SOC The Centre for Sustainable Energy is looking for a young student interested in a master's thesis experience in the field of Sustainable Energy.This master thesis opportunity focuses on the optimization of Balance of Plant (BoP) components for reversible Solid Oxide Cell (SOC) systems, aiming to...
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Trento, Italia Fondazione Bruno Kessler - FBK A tempo pienoThesis Proposal: Optimization of BoP for a Reversible SOCThe Centre for Sustainable Energy is looking for a young student interested in a master's thesis experience in the field of Sustainable Energy.This master thesis opportunity focuses on the optimization of Balance of Plant (BoP) components for reversible Solid Oxide Cell (SOC) systems, aiming to enhance...
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Mechanical/Mechatronical Engineer
1 mese fa
Trento, Italia Gunnebo Entrance Control A tempo pienoMechanical/Mechatronics Design Engineer Projects Engineering Dept. – Gunnebo Entrance Control S.p.A., Lavis (Trento, Italy) Do you want to be part of creating a safer world? Without thinking about it, you meet us in your everyday life – at home, in transit and at work. We are at the airport, where you commute, where you work, play and shop. Diverse in...
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Civil Engineer
3 settimane fa
Trento, Italia Systra spa A tempo pienoAt SYSTRA, one of the world's leading companies in Mass Transportation and Mobility, we strive for excellence to meet our client's needs, prepare mass transit for tomorrow, and innovate to propose even more resilient solutions. We commit to put people who join us at the heart of design and improve transport efficiency.With a presence worldwide, SYSTRA Group...
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Civil Engineer
2 settimane fa
Trento, Italia Systra spa A tempo pienoAt SYSTRA, one of the world's leading companies in Mass Transportation and Mobility, we strive for excellence to meet our client's needs, prepare mass transit for tomorrow, and innovate to propose even more resilient solutions. We commit to put people who join us at the heart of design and improve transport efficiency.With a presence worldwide, SYSTRA Group...
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Mechanical/Mechatronical Engineer
3 settimane fa
Trento, Italia Gunnebo Entrance Control A tempo pienoMechanical/Mechatronics Design Engineer Projects Engineering Dept. – Gunnebo Entrance Control S.p.A., Lavis (Trento, Italy) Do you want to be part of creating a safer world? Without thinking about it, you meet us in your everyday life – at home, in transit and at work. We are at the airport, where you commute, where you work, play and shop. Diverse in...
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A Research Position In Contemporary History
7 giorni fa
Trento, Italia Fondazione Bruno Kessler A tempo pienoThe Italian-German Historical Institute (ISIG) is a research center that promotes historical studies in the field of early modern and contemporary history. Research activities are highly interdisciplinary, transnational. ISIG's researchers develop projects in collaboration with other institutions and conduct individual studies in political, religious,...
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Trento, Italia Fondazione Bruno Kessler A tempo pienoThe Bruno Kessler Foundation is a research and innovation institution based in Trento. The Foundation operates in a plurality of disciplinary fields and aims to achieve excellence in science and technology through 2 science clusters, one dedicated to technology and innovation and one to humanities and social sciences, organized in 12 Research Centers, and...
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Expert Windows Developer
1 mese fa
Trento, Italia Praim Srl A tempo pienoThe focus of the position will be on the development and enhancement of the Windows-based products developed by Praim, including Windows-compatible software (agents/clients) and Windows customized OEM images. The candidate will be part of the Research and Development (R&D) department of Praim and will lead the Windows team.Praim products and firmware are...
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Instrument & Electrical Designer
4 mesi fa
Trento, Italia Siemens Energy A tempo pienoMid-level Professional **A Snapshot of Your Day**: To implement our engineering team in ourTrento factory, we are looking for a new designer with passion and interest todevelop their professional career in the energy transmission field. Siemens Energy Transformers, located inTrento, is one of the Siemens Energy’s global factories focused on...
AI Researcher for Tiny Devices
2 mesi fa
Project Overview:
We are seeking a highly skilled researcher to investigate and develop forward learning methods tailored for deployment on tiny embedded neural processing units with limited memory and energy budgets. The primary focus of this internship is to explore lightweight learning techniques that can mitigate the accuracy loss experienced by pre-trained models when deployed on resource-constrained devices.
Responsibilities:
- Literature Review and Research: Conduct an in-depth review of state-of-the-art lightweight learning methods suitable for embedded deployment. Investigate techniques such as Forward-Forward propagation, PEPITA, and Sparse backpropagation.
- Model Development, Training, and Optimization: Implement and train lightweight deep learning models using PyTorch to solve computer vision problems. Optimize the trained models for deployment on various embedded platforms, considering factors such as memory footprint, computational complexity, and energy efficiency - accounting for the computational overhead of the different training algorithms.
- On-Device Learning Implementation: Implement the different updating strategies analyzed during the literature review, comparing the overhead in terms of memory and operations needed. Compare the models' final accuracy, latency, and resource utilization to identify the most suitable solutions for real-world deployment. Analyze the tradeoff between resource utilization and final accuracy for different levels of hardware resources.
Requirements:
- Knowledge of machine learning, deep learning, and computer vision.
- Programming languages: Python and C/C++.
- Experience with deep learning frameworks like TensorFlow or PyTorch.
- Familiarity with embedded systems and hardware platforms is a plus.
What We Offer:
- Curricular internship/thesis work;
- Duration: around 6 months, depending on the candidate's needs and preparation;
- Canteen (except for UniTN students);
- Support for the search for accommodation at the affiliated structures (no allowance).
- Internship in STMicroelectronics to further prove own abilities, with monthly salary, after a 1st preparatory phase in UniTN.
