Postdoctoral Researcher – Photonic Data: 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.
Postdoctoral Researcher – Multiparametric Data Analysis for Photonic Data
Designation: Postdoctoral Researcher
Research Area: Multiparametric Data Analysis for Photonic Data
Location: Donostia / San Sebastian, Basque Country, Spain
Eligibility/Qualification:
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:
- Knowledge in optics, photonics, spectroscopic techniques
- Experience with interdisciplinary research
- Self-motivated and able to work in a team, coordination of research work
Job Description:
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:
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. For detailed application requirements, visit https://www.nanogune.eu/nanoengineering
Last Date for Apply: 22/09/2024
Research Group Information:
| Research Group | Nanoengineering Group |
|---|---|
| Research Focus | Optics and photonics with interdisciplinary links to nanotechnology, several engineering fields, and machine learning |
| Group Director | Prof. Andreas Seifert |
| Group Email Contact | a.seifert@nanogune.eu |
Key Requirements:
| Key Skills | Preferred Qualifications |
|---|---|
| Machine learning and data analysis based on Chemometrics | PhD in Physics, Chemometrics, Mathematics, Informatics, or related Engineering field |
| Deep learning | Experience in machine learning, photonics, and data analysis |
| Photonic methods and data | Fluent in English, with excellent written and spoken communication skills |
| Python and its main libraries for machine learning | Strong project management skills |
This job post encapsulates the details and requirements for the position of Postdoctoral Researcher in the Nanoengineering Group at CIC nanoGUNE. For further information and to apply, visit NanoGUNE’s website.
