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# Stage : Software development engineer - Biomedical applications

- **Company:** 4Dcell
- **Location:** Montreuil, France (Remote available)
- **Contract:** Internship / Graduate position
- **Skills:** Data Analysis, Image Analysis, Data Governance, Hardware Design, Human-Computer Interaction, Python (Programming Language), Signal Processing, Software Engineering, Standard Widget Toolkits, Deep Learning, Enterprise Integration, Software Library
- **Published:** May 14, 2026
- **Apply:** https://fr.indeed.com/viewjob?jk=bcfafa1b7f925984

## About the Role

Do you have experience in Python?, · Master's student in Engineering with a specialization in Software Engineering, Deep learning, or related field. OR Master's student in Software Engineering with knowledge in biology

· Solid programming skills in Python

· Experience with image processing, segmentation and machine learning libraries.

· Interest in biomedical applications.

· Strong autonomy

· Strong communication and listening skills: interactions with internal and external collaborators, to adapt the software to the clients' needs

· Bonus: Experience with GUI development (e.g., PyQt, Tkinter) and bioimaging tools (ImageJ/Fiji, CellProfiler). Experience in signal processing appreciated.

## Description

· Software Optimization:

Enhance the precision and performance of the contraction analysis pipeline through systematic parameter tuning, advanced image preprocessing, and refined signal processing techniques. Retrain and fine-tune image segmentation models on curated datasets of organoid ring imagery.

· Software Adaptation to New SmartHeart Design:

Retrain the analysis software to support the updated SmartHeart hardware design, including adaptation of the analysis logic and ring identification algorithms.

· UX & Performance Enhancements:

Redesign key components of the SmartX 2.0 user interface and back-end architecture to improve usability, scalability, and processing speed.

· Post-Processing Pipeline Integration:

Conceptualize and architect a post-processing pipeline tailored to client-specific analytical requirements.

· Industry Workflow Compliance & Integration:

Ensure software outputs conform to the data standards and IT workflows of pharmaceutical industry environments.


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