Oferty pracy w projektach finansowanych przez NCN

Nazwa jednostki: Wrocław University of Science and Technology, Department of Optics and Photonics – Wrocław, Inne oferty z tego miasta »
Nazwa stanowiska: Postdoctoral Researcher
Wymagania:

- holds a Ph.D. in Physics, Optics, Computer Science, or a related field. PhD degree must be conferred in the year of employment in the project or within 12 years before 1 January of the year of employment in the project. This period may be extended in accordance with the conditions specified in the NCN Regulations
- has a proven ability, documented by publications, to write research papers and present results at
scientific conferences
- has proficiency in Python (including the PyTorch library) or Matlab tailored for deep learning
- has experience in training, optimizing, and validating deep learning models, including image
processing tasks
- has skills in data curation and handling large datasets, including experimental imaging data
- has a good command of English, spoken and written, sufficient to conduct scientific work

Opis zadań:

Implementation of research tasks within the NCN OPUS project No. 2025/59/B/ST7/02238:
"Decomposition of Laguerre-Gaussian modes using deep learning", in particular training and
optimizing a deep learning model for modal decomposition, close collaboration with the
experimental team, and contribution to the dissemination of the project's results.
Tasks:
- Training and optimizing the deep learning model for LG mode decomposition using Python or
Matlab, based on numerical simulations and experimental data
- Collaborating with the PhD student responsible for the experimental part, to ensure the AI model
aligns with the experimental setup
- Collaborating with the student responsible for data preparation, to process and curate
experimental images for model training and testing
- Contributing to experimental data acquisition, ensuring compatibility between the experimental
setup and the machine learning model
- Assisting in refining experimental methodologies to produce high-quality datasets for AI model
development
- Supporting the integration of experimental results into the deep learning workflow for model
validation
- Developing user-friendly implementations of the trained network for dissemination of project
results
- Facilitating open sharing of AI tools and outcomes with the research community
- Presenting findings at leading scientific conferences in optics and photonics
- Promoting the project's outcomes through publications and outreach activities

Typ konkursu NCN: OPUS – ST
Termin składania ofert: 1 września 2026, 23:59
Forma składania ofert: email
Warunki zatrudnienia:

- employment contract for a fixed term, with a possible extension depending on the project's
duration
- salary: PLN 11,667 gross-gross/month (PLN 140,000/year)
- work in a project team combining experimental expertise (interferometry, structured light) with
deep learning
- access to modern equipment for structured light generation and analysis
- opportunity to participate in domestic and international conferences

Dodatkowe informacje:

Required documents: CV, cover letter, description of prior scientific activity (including a list of
publications), recommendation letters, signed GDPR consent clause.
Applications should be sent to the project leader's address: mateusz.szatkowski@pwr.edu.pl. Please
include "Post-doc position in the OPUS project 2025/59/B/ST7/02238" in the e-mail subject.
If no candidates meet the project leader's expectations, the competition will be repeated. Planned
start of employment: October 1, 2026, or a date to be agreed.

Data dodania ogłoszenia: 2026-08-13 13:52:09