Nowa
Senior/Lead Computer Vision Engineer
140 - 190 PLN/ godz.
SeniorFull-time
#345587·Dodano wczoraj·0
Źródło: SpyrosoftTech Stack / Keywords
Computer VisionAIAlgorithmsCloudSoftware DevelopmentNumPyAWS
Firma i stanowisko
The role involves joining a team developing advanced AI-powered healthcare solutions focused on medical imaging and clinical workflows within a cloud-based platform.
Wymagania
- At least 3 years of experience developing deep learning models and computational geometry algorithms
- Experience deriving measurements and features from 3D segmentations
- Strong software development skills, especially in Python
- Background in medical image analysis (CT, MRI, ultrasound, or similar modalities)
- Experience with 3D data processing, mesh handling, and geometric feature extraction
- Hands-on experience with frameworks and libraries such as NumPy, SciPy, and PyTorch
- Solid understanding of algorithm optimization, numerical stability, and rigorous validation methodologies
- Ability to work effectively in cross-functional teams
- Strong communication skills and proactive approach
Nice to have:
- Experience with TypeScript
- Familiarity with AWS-based cloud environments and products
- Experience with VTK or similar 3D visualization and processing frameworks
- Understanding of medical software development processes and standards
- Research background or interest in advanced AI and imaging methods
Obowiązki
- Develop algorithms combining deep learning, computational geometry, and medical imaging
- Build and optimize 3D segmentation, modeling, and measurement pipelines for clinically relevant workflows
- Design, train, and validate deep learning models and geometry-based methods for integration into a cloud-based healthcare platform
- Collaborate with Product and Engineering teams to translate clinical and business needs into robust algorithm designs
- Work with Clinical, Regulatory, and Quality teams to ensure compliance with medical software development standards
- Continuously improve algorithm accuracy, robustness, and computational efficiency
- Contribute to research activities and exploration of new methods in AI and medical imaging
Spyrosoft
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