PhD Candidate: Analysis of Microscopic Biomedical Images

PhD Candidate: Analysis of Microscopic Biomedical Images

Job Description:

Join us in advancing health research through innovative analytical methods. We are seeking a PhD Candidate to develop artificial intelligence software for biomedical image analysis, specifically focused on enhancing image analysis tools and quality assurance. This role involves collaborating with experts across various scientific fields to contribute to precision medicine.

IT Languages:

• Python
• R
• MATLAB

The candidate will engage in the following responsibilities::

Develop novel machine learning algorithms for microscopy image analysis, focusing on intracellular structure segmentation in various microscopy formats., Create solutions for integrating large foundational models into microscopy image analysis and analytical workflows, collaborating with team members., Implement AI-driven microscopy image analysis software as Python packages and Napari plugins., Design unit-testing tools for bioimaging AI software., Publish findings and methodologies in scientific conferences and journals., Conduct demonstrations and tutorials at national and international workshops.

Spoken Languages:

• English, German

Skillset:

• Machine Learning
• Deep Learning
• Computer Vision
• Image Processing
• Software Development
• Data Analysis

Qualifications:

• Master's degree or equivalent in IT
• computer science
• statistics
• applied mathematics
• data science
• biomedical engineering
• or a related field
• Strong foundation in machine learning techniques
• Proven experience in computer vision or image analysis
• Proficient in deep learning frameworks
• particularly PyTorch
• Familiarity with foundational models
• including large vision models and multi-modal language models
• Experience with continuous integration
• continuous development
• and GitHub Actions
• Excellent presentation and writing abilities
• Self-motivated
• proactive
• and solution-oriented approach
• Fluent in English
• both spoken and written
• Publications in notable computer vision conferences or journals are an advantage
• Experience with open-source software development is a plus

Years of Experience:

3

Location:

Europe

Job Benefits:

• Competitive salary
• Access to cutting-edge research facilities
• Opportunities for professional development
• Supportive work environment
• Flexible working hours

Working Conditions:

Full Time

Employment Type:

Doctoral thesis

Company Culture:

• Innovative
• collaborative
• and focused on research excellence.

Opportunities For Advancement:

• Potential for postdoctoral positions
• Networking opportunities in the research community
• Collaboration with leading experts in the field

visa Sponsorship:

Available