Senior/Lead Computer Vision Engineer

140 - 190 PLN/ godz.
SeniorFull-time
#345587·Dodano wczoraj·0
Źródło: Spyrosoft
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Tech 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

Spyrosoft

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