Senior Staff AI Scientist
IND19-01-Bengaluru-EPIP 122 (Phase II), India
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Apply physics aware modeling and uncertainty quantification
- Architect medical image analysis systems
- Define AI research vision for medical imaging and Physical AI
- Design multi site multi device datasets and annotation frameworks
- Develop detection segmentation classification reconstruction systems
- Drive simulation to real transfer and constraint aware learning
- Establish technical standards for rigor robustness and clinical validation
- Guide clinical validation regulatory pathways and deployment
- Lead MLOps experiment tracking and reproducibility
- Lead self supervised weakly supervised and semi supervised learning
- Mentor senior scientists postdocs and junior researchers
- Mitigate bias and evaluate domain shift
- Partner with clinicians and regulatory stakeholders on problem formulation
- Perform spatiotemporal modeling and sensor fusion
- Publish research and create patents
- Review designs and influence product and platform strategy
Perks/Benefits
- N/A
Skills/Tech-stack
AI Development | CE Mark | CT | Constraint Aware Learning | Data Governance | Deep learning | Domain Adaptation | Domain Generalization | Embodied AI | Experiment tracking | FDA Compliance | Federated Learning | Foundation Models | Image Reconstruction | Image Segmentation | Image analysis | Image classification | MLOps | MONAI | MRI | Machine Learning | Medical Image Analysis | Multimodal Learning | Object Detection | OpenCV | PET | Physics-informed machine learning | Privacy-preserving | Privacy-preserving machine learning | PyTorch | Regulated AI | Regulated AI Development | SaMD | Self-Supervised Learning | Self-supervised | Semi-Supervised Learning | Semi-supervised | Sensor fusion | SimpleITK | Simulation to Real | Simulation-based learning | Spatiotemporal modeling | Supervised Learning | Ultrasound | Uncertainty Quantification | Vision Transformers | Weak Supervised Learning | X-Ray
Education
Roles
Regions
Countries
States
Cities
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