CIC nanoGUNE: Post-doctoral Researcher in Data Analysis and Machine Learning for Spectroscopic Data

10 May 2024
Job Information

Organisation/Company

CIC nanoGUNE

Department

Nanoengineering

Research Field

All

Researcher Profile

Recognised Researcher (R2)

Country

Spain

Application Deadline

31 May 2024 - 23:59 (UTC)

Type of Contract

Temporary

Job Status

Full-time

Hours Per Week

40

Offer Starting Date

17 Jun 2024

Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

The aim of the research project is to identify intrapartum physiological risks such as perinatal asphyxia. A particular focus is on data analysis using chemometric methods, the simulation of data, and the transfer of knowledge gained to hardware components. An understanding of biocompatibility and regulatory matters is a great advantage for the position.

Important tasks of the work plan
• Development of machine learning models for the classification of in vivo Raman spectra, applying chemometric methods.
• Simulations and modification of data, advanced data analysis
• Carrying out Raman measurements in vitro and in vivo
• Hardware/software interface: communication with devices such as lasers and spectrometers

The successful candidate will preferably have a PhD in Physics, Chemometrics, Informatics, Chemistry, or related Engineering field and experience in the following skills:
• Machine learning and data analysis based on Chemometrics
• Laboratory experience
• Experience with Python and its main libraries for machine learning
• Ability to create graphical user interfaces
• Fluent in written and spoken English, knowledge of Spanish is desirable, knowledge of Basque is valuable

Although not compulsory, the following points will be considered:
• Knowledge in optics, photonics, spectroscopic techniques
• Biomedical engineering
• Experience in modeling languages (Simulink, Labview, Open Modelica...) and HIL tools (dSpace, Speadgoat, National Instruments ...)
• Experience with interdisciplinary research
• Self-motivated and able to work in a team, coordination of research work

We promote teamwork in a diverse and inclusive environment and welcome all kinds of applicants regardless of age, disability, gender, nationality, race, religion, or sexual orientation.
Earliest starting date for this position is the 17th of June, 2024, for a total duration of up to 24 months. After this period, the candidate may strategically be transferred to a spin-off company working in the field of perinatal monitoring.

Candidates should apply by completing the form below and attaching the following documents:
A complete CV, motivation letter, certificates and 2 reference contacts, all grouped in a single PDF file.

Application form: https://www.nanogune.eu/en/nanogune/join-us/open-position/417-post-doct…

Deadline for applications is the 31st of May, 2024.

Requirements
Additional Information
Work Location(s)

Number of offers available

1

Company/Institute

CIC nanoGUNE

Country

Spain

State/Province

Gipuzkoa

City

Donostia-San Sebastián

Postal Code

E-20018

Street

Tolosa Hiribidea, 76

Geofield

Contact

State/Province

Guipuzcoa

City

Donostia - San Sebastian

Website

https://www.nanogune.eu/en/nanogune/join-us/open-position/417-post-doctoral-researcher-data-analysis-machine-learning-spectroscopic-data

Street

Tolosa Hiribidea, 76

Postal Code

E-20018

E-Mail

[email protected]

Phone

+34943574000

STATUS: EXPIRED