Post-doctoral Researcher in Machine Learning-based

2 weken geleden

Maastricht, Nederland Maastricht University Voltijd

The position is embedded in the Systems and Control research group of DACS.

You will conduct research on data-driven decomposition of signals. More specifically, you will work on advancing the theoretical background of traditional techniques, and integrating those with both deep learning frameworks and tensor-based decomposition approaches. You will start by working on developing methods for decomposing univariate signals, followed by extending your findings to methods for decomposing multivariate signals. The final goal is to develop new flexible and versatile methods for decomposition of (multivariate) signals in physically meaningful components.

Your tasks will include:

- Perform scientific research in machine learning-based data-driven signal decomposition;
- Publish results at top-tier (international) conferences and in international journals;
- Present the results in internal research group meetings as well as national and international scientific conferences;
- Assist with educational tasks (e.g., assist labs, supervise bachelor and master students, PhD students, and internships);
- Participate actively in the activities of the Systems and Control research group such as grant acquisition and event organization.

We encourage collaboration and you will also benefit from a supportive local research community as well as a strong industry and research network.

**Requirements**:

- PhD (completed, or to be completed shortly) in Signal Processing, Machine Learning / Deep Learning, Applied Mathematics, Artificial Intelligence, or a related field.
- Demonstrated (e.g., through publications, code, projects, etc.) interest and experience with the field of signal processing, and at least one of the following fields: signal decomposition, machine learning / deep learning, tensor decomposition.
- Knowledge of at least one of the following techniques and interest in developing skills in the other two:

- Traditional decomposition techniques like Empirical Mode or Variational Mode Decomposition, Wavelet Decomposition, Principal and Independent Component Analysis.
- Machine learning and deep learning frameworks.
- Tensor-based methods for signal processing or machine learning decomposition (e.g., canonical polyadic decomposition, multilinear singular value decomposition, and tensor trains).
- Experience in programming (preferably in Python and Matlab).
- Proficiency in English (oral and written).
- Excellent communication skills, and ability to collaborate in a multi-disciplinary and team-oriented research environment.

**What we offer**
**As **post-doctoral researcher** **at **Faculty of Science & Engineering**, you will be employed by the most international university in the Netherlands, located in the beautiful city of Maastricht. In addition, we offer you**:

- Good employment conditions. The position is graded in scale 11 according to UFO profile Researcher, with corresponding salary based on experience ranging from €4492,00 and €6148,00 gross per month (based on a full-time employment of 38 hours per week). In addition to the monthly salary, an 8.0% holiday allowance and an 8.3% year-end bonus apply.
- An employment contract for a period of 12 months with a scope of 1,0 FTE.
- At Maastricht University, the well-being of our employees is of utmost importance, we offer flexible working hours and the possibility to work partly from home if the nature of your position allows it. You will receive a monthly commuting and internet allowance for this. If you work full-time, you will be entitled to 29 vacation days and 4 additional public holidays per year, namely carnival Monday, carnival Tuesday, Good Friday, and Liberation Day. If you choose to accumulate compensation hours, an additional 12 days will be added. Furthermore, you can personalize your employment conditions through a collective labor agreement (CAO) choice model.
- As Maastricht University, we offer various other excellent secondary employment conditions. These include a good pension scheme with the ABP and the opportunity for UM employees to participate in company fitness and make use of the extensive sports facilities that we also offer to our students.
- Last but certainly not least, we provide the space and facilities for your personal and professional development. We facilitate this by offering a wide range of training programs and supporting various well-established initiatives such as 'acknowledge and appreciate'.

The terms of employment at Maastricht University are largely set out in the collective labor agreement of Dutch Universities. In addition, local provisions specific to UM apply. For more information, click here.

**Maastricht University**
Why work at Maastricht University?

At Maastricht University (UM), everything revolves around the future. The future of our students, as we work to equip them with a solid, broad-based foundation for the rest of their lives. And the future of society, as we seek solutions through our research

  • Post-doctoral Researcher Technology-enhanced

    4 dagen geleden

    Maastricht, Nederland Maastricht University Voltijd

    Do you want to make your mark on the research and development of personal learning environments for both students and teaching faculty? Do you aspire to build research experience as well as educational development skills? We are looking for a motivated post-doctoral researcher to combine research and educational development activities. On the research side,...

  • Postdoctoral Researcher in Political Theory

    3 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    Faculty of Arts and Social Sciences is looking for a Postdoctoral Researcher. The department of philosophy at Maastricht University is looking for a Postdoctoral Researcher in Political Theory. The researcher will carry out research on oligarchic threats to democracy (broadly constructed) as part of the project “Contours of a Non-Oligarchic Democratic...

  • Phd Position On Machine Learning, Data Science, and

    3 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    Law affects us all, but it still struggles to address widespread harms in digital technologies. The massive adoption of (often) annoying - and usually illegal - “cookie banners” on websites is just one symptom of this. In your PhD project, you will seek to contribute to a better understanding of how technical methods can help study how cutting-edge...

  • Academic Researcher

    2 weken geleden

    Maastricht, Limburg, Nederland Zuyd Hogeschool Voltijd

    Academic Researcher OpportunityWe are seeking a highly skilled Academic Researcher to join our team at Zuyd Hogeschool. As a Research Skills Educator, you will play a crucial role in inspiring our students to develop their critical thinking, applied research skills, and evidence-based decision-making abilities.The world of hospitality is constantly evolving,...

  • Postdoctoral Researcher in Health, Well-being, and

    4 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    Are you interested in unravelling the complex relationships between health, well-being, and educational performance among children in the Netherlands? Are you passionate about doing research on how children can make the most of their potential? And have you (almost) completed a PhD in a relevant field? Then this position may be for you! The postdoctoral...

  • Academic Researcher

    1 week geleden

    Maastricht, Limburg, Nederland Zuyd Hogeschool Voltijd

    Academic Researcher OpportunityWe are seeking a highly skilled Academic Researcher to join our team at Zuyd Hogeschool. As a Research Skills Educator, you will play a crucial role in inspiring our students to develop their critical thinking, applied research skills, and evidence-based decision-making abilities.Key Responsibilities:Design and deliver classes...

  • Assistant Professor in Multimodal Generative Ai

    2 weken geleden

    Maastricht, Nederland Maastricht University Voltijd

    Are you passionate about designing versatile artificial intelligence models capable of understanding and generating content across multiple modalities such as text, image, video, and sound? Are you interested in evaluating the effects of multimodal generative AI systems on fairness, bias, and transparency? Do you value seeing your research applied to...

  • Postdoctoral Researcher On Metabolic Therapies to

    4 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    Explore the molecular mechanisms underlying acute decompensated heart using diverse ex vivo and in vitro animal and human model systems within a dynamic European consortium. We are seeking a motivated Postdoctoral Researcher to conduct research on Metabolic therapies to treat Acute Decompensated Heart Failure. As a postdoctoral researcher you play a direct...

  • Phd Candidate Fundamental Study Into Glassy Ionic

    3 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    **Requirements**: - you may already be in a PhD program but you cannot be a PhD holder; - you must have **less than 4 years of research experience**, i.e., you should be an early-stage researcher; - you should have a high-level knowledge of the English language; **Furthermore, the position-related requirements are**: - Master’s degree in Chemistry,...

  • Educational Advisor Digital Literacy

    3 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    Do you find digital tools (including AI and LLM tools) and being able to use them well, interesting and important for students, teachers and researchers? Are you an expert in giving didactic advice on the use of these tools in education and do you have experience with them yourself? Then read on quickly because this vacancy is probably something for...

  • Assistant Professor in Multimodal Generative AI

    4 dagen geleden

    Maastricht, Nederland Maastricht University Voltijd

    Are you passionate about designing versatile artificial intelligence models capable of understanding and generating content across multiple modalities such as text, image, video, and sound?  Are you interested in evaluating the effects of multimodal generative AI systems on fairness, bias, and transparency? Do you value seeing your research applied to...

  • Postdoctoral Research Associate in Psychology and

    3 weken geleden

    Maastricht, Nederland Maastricht University Voltijd

    The term for the appointment is 24 months, starting 1 November 2024. **Requirements**: - A doctoral degree in methodology or statistics, psychology, public health, or related fields with strong quantitative or statistical methods training. - Evidence of excellent leading authorship, collaboration, and communication skills. - Experience with analysis of...

  • Field Service Engineer

    2 weken geleden

    Maastricht, Limburg, Nederland Kracht Recruitment Voltijd

    About the Role:We are seeking a highly skilled and experienced Field Service Engineer to join our team at Kracht Recruitment. As a Field Service Engineer, you will be responsible for assembling complete machine lines, training onsite personnel, and performing regular maintenance.Key Responsibilities:Assemble and install machine lines according to technical...

  • Phd Position: Optimizing The Interplay Between

    4 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    Are you interested in working within a dynamic team to design behavioral measures to predict and prevent reading problems in children? We offer a fully-funded PhD position._ Children’s reading proficiency is closely related to their self-beliefs, such as their mindset, and socio-emotional well-being. Current practices for early assessment of (pre)reading...

  • Lecturer Chemistry Maastricht Science Programme

    3 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    The Maastricht Science Programme is looking for an enthusiastic lecturer with expertise in all areas of Chemistry to join our dynamic international team to sustain our ongoing growth. **Requirements**: In 1 running paragraph of text, describe the soft skills (in a factual manner). Conclude with a sentence that introduces the enumeration that follows: - A...

  • Two Assistant Professor Positions in Gravitational

    2 weken geleden

    Maastricht, Nederland Maastricht University Voltijd

    The Gravitational Waves and Fundamental Physics (GWFP) at Maastricht University, member of the Nikhef partnership, has a position for an Assistant Professor researcher via an ERC grant under supervision of Prof. S. Hild. We are looking for two talented and enthusiastic assistant professors to complement or strengthen our physics activities in the...

  • Data Scientist Optimization

    3 maanden geleden

    Maastricht, Nederland DHL Voltijd

    **DHL Express - a company that connects people!**: What makes DHL great? Our People! We know each employee’s individual contributions make us the #1 Express Delivery and Logistics Company in the world. Distinguished as No.1 World’s Best Workplace by Great Place to Work and Fortune Magazine DHL Express is committed to maintaining an environment that...

  • Management-/office-assistant Department of

    4 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    Assist management and staff members in diverse tasks, including tasks that are supportive to the head of department, education and research related activities; - Offer project support; - Handle purchases; - Develop and maintain overview of group finances in relevant systems; - Translate University regulations, policies and procedures into local practice; -...

  • Biomaterials Laboratory Technician Merln Institute

    3 dagen geleden

    Maastricht, Nederland Maastricht University Voltijd

    **Key Responsibilities**: - Perform chemical reactions and synthesize materials according to established protocols. - Conduct chemical and physical analyses of materials, including spectroscopy, microscopy, and mechanical testing. - Prepare and characterize biomaterials, including hydrogels, scaffolds, and nanoparticles. - Maintain laboratory equipment and...

  • Phd Position: The Memory Function of Sleep:

    4 maanden geleden

    Maastricht, Nederland Maastricht University Voltijd

    PhD position: The Memory Function of Sleep: Reactivating lost memories using Non-Invasive Brain Stimulation (NIBS) and a Pharmacological Approach at the Department of Neuropsychology and Psychopharmacology (NP&PP) In our lab, we study ‘The Memory Function of Sleep’. To this end, we conduct both animal and human studies. Some of this work is conducted by...