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Postdoctoral Research Fellow: Cryo-Electron Tomography Data Analysis

vor 1 Monat


Hamburg, Hamburg, Deutschland EMBL Vollzeit

Job Summary

We are seeking a highly skilled Postdoctoral Fellow to join our team at EMBL. The successful candidate will have a strong background in computer science and experience in algorithm development.

Key Responsibilities

  • Develop and implement algorithms for identifying macromolecular complexes in cellular tomograms using image processing techniques.
  • Investigate and implement methods to enhance the speed and accuracy of particle identification.
  • Explore the integration of spatial constraints from other data sources to improve particle identification.
  • Collaborate with the team to develop and disseminate software packages.

Requirements

  • Ph.D. in Computer Science, Image Processing, or a related field.
  • Advanced programming skills in Python and experience in algorithm development.
  • Proficiency in numerical libraries such as NumPy and SciPy.
  • Strong motivation to work in a highly collaborative environment.

Preferred Qualifications

  • Experience in cryo-ET data analysis or machine learning.
  • Experience with deep learning frameworks such as PyTorch or TensorFlow.