Machine Learning Software Developer
circlecardiovascularimaging · Calgary
Description du poste
About the role
Circle Cardiovascular Imaging designs and implements best‑in‑class cardiovascular MRI and CT solutions. The Machine Learning Software Developer will join the AI development team to design, develop, and deploy robust, scalable models for next‑generation cardiovascular diagnostic tools.
Key responsibilities
- Architect, build, and deploy high‑performance deep‑learning models for 3D medical image segmentation, geometric analysis, and physiological prediction.
- Write clean, highly‑optimized, and thoroughly‑tested Python code and integrate models into the broader software ecosystem.
- Serve as a subject‑matter expert on biomedical data, guiding model selection, feature engineering, and validation strategies.
- Collaborate with senior engineers, scientists, product leaders, and software architects to define technical requirements and ensure seamless integration.
Required profile
- 3+ years of professional experience building and deploying machine‑learning models for biomedical or medical imaging applications.
- Deep familiarity with medical imaging standards (DICOM) and related libraries.
- PhD, Master’s or equivalent in Computer Science, AI, Data Science or related field.
Required skills
- Python
- C++
- PyTorch or TensorFlow
- DICOM
- Git
- Docker
- Kubernetes
- MLflow
- CI/CD pipelines for ML
- AWS, GCP or Azure
What we offer
- Competitive compensation and vacation
- Transportation allowance
- Flexible working arrangements
- Employee wellness and professional development programs
- Inclusive, ego‑free environment that values diversity
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circlecardiovascularimaging
Calgary