The Nanoscience Cooperative Research Center, CIC nanoGUNE, located in Donostia / San Sebastian, Basque Country, Spain, is seeking a highly qualified Postdoctoral Researcher to work on Multiparametric data analysis for photonic data in the Nanoengineering Group under the direction of Prof. Andreas Seifert.
SCHOLARSHIP AT A GLANCE:
| Detail | Description |
|---|---|
| Position | Postdoctoral Researcher on Multiparametric data analysis for photonic data |
| Research Group | Nanoengineering Group, under the direction of Prof. Andreas Seifert |
| Location | CIC nanoGUNE, Donostia / San Sebastian, Basque Country, Spain |
| Eligibility | PhD in Physics, Chemometrics, Mathematics, Informatics, or related Engineering field |
| Required Skills | – Machine learning and data analysis based on Chemometrics – Deep learning – Photonic methods and data – Python and its main libraries for machine learning – Project management – Fluent in written and spoken English |
| Desirable Skills | – Knowledge in optics, photonics, spectroscopic techniques – Experience with interdisciplinary research – Self-motivated and able to work in a team, coordination of research work |
| Key Tasks | – Developing machine learning/deep learning models for classification and regression of photonic data – Applying chemometric methods – Quantifying sensing performance – Developing data augmentation methods for spectral data – Optimizing data fusion techniques – Project management and transfer of in silico code to on-chip Boolean computing in collaboration with partners |
| How to Apply | Complete the form on the CIC nanoGUNE website and attach a single PDF file containing: a complete CV, motivation letter, certificates, and 2 reference contacts |
| Application Deadline | 22/09/2024 |
Fact About CIC NanoGUNE
- Cutting-Edge Research Hub: CIC nanoGUNE, established in 2006, is a leading research center in nanoscience and nanotechnology, focusing on bridging the gap between scientific research and industrial application in the Basque Country, Spain.
- Innovative Materials Development: The center is pioneering the creation of biodegradable alternatives to plastics, utilizing natural materials like sugars and proteins. This innovation addresses environmental concerns while offering smart packaging solutions.
- Advanced Microscopy Techniques: CIC nanoGUNE boasts state-of-the-art microscopy facilities, including Electron and Transmission Electron Microscopy, enabling researchers to explore materials at the nanoscale with unprecedented detail.
- Quantum Technology Exploration: The center is venturing into quantum technologies, positioning itself at the forefront of this transformative field, which has the potential to revolutionize computing and communication.
- Collaboration with Industry: NanoGUNE collaborates closely with various industries, providing tailored solutions that enhance material properties and optimize manufacturing processes, thereby driving economic growth in the region.
- Interdisciplinary Focus: The center’s research spans multiple disciplines, including health, food, and textiles, showcasing its versatility and commitment to addressing diverse global challenges.
- Global Recognition: CIC nanoGUNE is recognized internationally for its contributions to nanoscience, actively participating in global conferences and collaborations that enhance its research impact.
- Commitment to Knowledge Transfer: The center emphasizes knowledge transfer, ensuring that its scientific advancements benefit not only academia but also the broader industrial landscape, fostering innovation and competitiveness.
Eligibility For 2024 Scholarship In Photonic Data At CIC nanoGUNE
The successful candidate will preferably have a PhD in Physics, Chemometrics, Mathematics, Informatics, or related Engineering field and experience in the following skills:
- Machine learning and data analysis based on Chemometrics
- Deep learning
- Photonic methods and data
- Python and its main libraries for machine learning
- Project management
- Fluent in written and spoken English
Desirable For 2024 Scholarship In Photonic Data At CIC nanoGUNE
- Knowledge in optics, photonics, spectroscopic techniques
- Experience with interdisciplinary research
- Self-motivated and able to work in a team, coordination of research work
Description For 2024 Scholarship In Photonic Data At CIC nanoGUNE
The postdoctoral researcher will focus on the development of classification and regression models for data from various photonic techniques, such as spectroscopy, evanescent sensing, and interferometry. The photonic data are produced by highly integrated photonic circuits that build a miniaturized gas sensing system, developed by several partners in the framework of a European project. Key tasks include developing machine learning/deep learning models for classification and regression of photonic data, applying chemometric methods, quantifying sensing performance, developing data augmentation methods for spectral data, and optimizing data fusion techniques. Additionally, the role involves project management and the transfer of in silico code to on-chip Boolean computing in collaboration with partners.
How to Apply For 2024 Scholarship In Photonic Data At CIC nanoGUNE
Candidates should apply by completing the form on our website and attaching the following documents: a complete CV, motivation letter, certificates, and 2 reference contacts, all grouped in a single PDF file. Last Date To Apply is 22/09/2024.