Senior Staff Data Scientist
IND19-01-Bengaluru-EPIP 122 (Phase II), India
INR 3000K-4500K (estimate) Senior-level Full Time
Tasks
- Define research vision for medical image analysis
- Design models with system workflow constraints
- Develop transformer large vision multimodal models
- Drive self supervised and weakly supervised learning
- Establish robustness generalization uncertainty evaluation
- Influence AI platform tooling and modeling strategy
- Lead dataset curation and evaluation strategy
- Lead detection segmentation classification quantitative imaging
- Mentor scientists and provide technical review
- Partner with clinicians to deliver clinically meaningful AI
- Publish research and contribute to IP
- Support clinical validation and regulatory awareness
- Translate research to validated real world deployment
Perks/Benefits
- N/A
Skills/Tech-stack
2D Imaging | 3D Imaging | 4D Imaging | CT | Computer Vision | Cross Site Generalization | Data Quality | Deep learning | Evaluation | Experiment reproducibility | Image analysis | MLOps | MRI | Medical Image Analysis | Multimodal Learning | PET | PyTorch | Self-Supervised Learning | Self-supervised | Supervised Learning | Transformers | Ultrasound | Uncertainty Quantification | Weakly-Supervised Learning | X-Ray
Education
Regions
Countries
States
Cities
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