Director, Team Lead, Computational Pathology Products (m/f/d)
AZ Computational Pathology GmbH - Munich, Germany
EUR 104K-109K (estimate) Senior-level Full Time
Tasks
- Define product roadmaps and prioritize deliverables
- Define tooling and platform requirements
- Develop AI model validation methodologies
- Develop and validate algorithms
- Develop regulated computational pathology products
- Drive end to end product delivery lifecycle
- Ensure compliance IEC 62304
- Ensure compliance ISO 13485
- Ensure compliance ISO 14971
- Ensure data quality and traceability
- Ensure regulatory grade deployment
- Establish data acquisition and ground truth processes
- Establish reproducible MLOps practices
- Implement quality managed processes
- Lead cross-functional team
- Manage internal and external collaborations
- Manage project investigations and issues
- Orchestrate AI model training and validation
- Set performance fairness and generalizability standards
- Support internal and external audits
- Support regulatory submissions
Perks/Benefits
- Events and community engagement
- Family and childcare support
- Inclusive work environment
- Lifelong learning opportunities
- Modern office space
Skills/Tech-stack
AI model | AI model validation | AI/ML | AI/ML Governance | CI/CD | Computational Pathology | DICOM | Data Analysis | Deep learning | Diversity and Inclusion | Docker | Git | Ground Truth | Ground truth generation | IEC 62304 | ISO 13485 | ISO 14971 | Image analysis | Image annotation | ML Governance | MLOps | Machine Learning | Medical Device | Medical Image Analysis | Model Validation | OME-TIFF | PyTorch | Python | R | Slide imaging | Software as a Medical Device | Statistics | TensorFlow | Whole slide imaging
Education
Roles
Computational Pathology Director | Director | Lead | Pathology Director | Team Lead
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