Senior AI Research Engineer
Tasks
- Collaborate with clinical and data operations teams
- Communicate technical findings and risks
- Contribute to publications and patents
- Design and evaluate validation and benchmarking frameworks
- Design develop evaluate novel machine learning algorithms
- Develop pretraining objectives and learning strategies
- Drive development of foundation model components
- Implement research ideas with machine learning frameworks
- Monitor machine learning advances and incorporate innovations
- Research and implement transformer based modeling
- Translate research into modeling platform
Perks/Benefits
- N/A
Skills/Tech-stack
Causal Inference | Deep learning | Distributed Training | Experimental Design | Foundation Models | Graph Neural Networks | Knowledge graphs | MLOps | Machine Learning | Multimodal Learning | Neural Networks | Optimization | PyTorch | Representation Learning | Self-Supervised Learning | Self-supervised | Supervised Learning | Survival analysis | Temporal modeling | Transformer | Treatment Effect Estimation | Uncertainty Quantification
Education
Roles
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