Senior AI/Machine Learning Engineer [Healthcare project]
Newsoft
- Місто:
- Львів
- Рівень:
- senior
- Джерело:
- jobs.dou.ua
Що робити
- Improve and extend the existing X3D pipeline for X-ray to 3D bone reconstruction.
- Design, train, evaluate, and optimize deep learning models for medical image analysis and 3D reconstruction tasks.
- Work with medical imaging data (CT, X-ray, DICOM, NIfTI) and implement preprocessing, augmentation, segmentation, and registration techniques.
- Research, prototype, and implement new approaches from academic papers and industry best practices.
- Integrate machine learning solutions into the web application and support deployment workflows.
Що очікуємо
- 5+ years of commercial experience in Machine Learning/AI engineering.
- Proven commercial experience working on medical imaging or healthcare-related projects is a must.
- Strong experience with PyTorch and deep learning model training, evaluation, and optimization.
- Solid background in medical image analysis (CT, X-ray) and/or 3D computer vision.
- Strong understanding of image processing fundamentals, including registration, segmentation, and data augmentation techniques.
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