Staff Data Scientist
USA IRV-17011 Redhill/DBC1-5, United States
USD 126K-178K Senior-level Full Time
Tasks
- Apply label efficient methods
- Build reference implementations
- Conduct subgroup and fairness analysis
- Design modeling and evaluation approaches
- Drive data governance processing and sourcing
- Establish reusable modeling patterns and evaluation harnesses
- Lead AI ML evaluation for health research
- Mentor data scientists and guide productization handoff
- Optimize model performance and data accuracy
- Partner with stakeholders for testing training and monitoring
- Set offline validation and calibration strategy
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | Calibration | Contrastive Learning | Data Governance | Data Processing | Deep learning | Diffusion Models | Distributed Training | Experiment tracking | Federated Learning | Graph Neural Networks | Machine Learning | Medical Imaging | Medical Imaging Segmentation | Multi-task Learning | Multimodal Learning | Neural Networks | Predictive Modeling | PyTorch | PyTorch Lightning | Ray | Self-Supervised Learning | Self-supervised | Semi-Supervised Learning | Semi-supervised | Supervised Learning | Uncertainty Quantification | Weak Supervision
Education
Roles
Regions
Countries
States
Cities
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