Machine Learning Scientist – Clinical Prediction
Tasks
- Build benchmarking and evaluation frameworks
- Collaborate with clinical scientists and pharmacologists
- Deploy and operationalize machine learning models
- Develop leakage resistant experimental frameworks
- Fine tune multimodal transformer models for clinical applications
- Identify and curate clinical datasets for prediction
- Implement calibration and uncertainty quantification
- Refactor test document and package machine learning code
Perks/Benefits
- 401k matching
- Dining
- Flexible spending accounts
- Healthcare
- Life insurance
- Onsite gym
- Uncapped vacation
Skills/Tech-stack
Benchmarking | CUDA | Clinical Data Analysis | Clinical data | Data Analysis | Data Leakage Prevention | Data Preprocessing | Data Visualization | Data cleaning | Data leakage | Deep learning | Docker | Experiment tracking | Exploratory Data Analysis | Kubernetes | Leakage prevention | Machine Learning | Model calibration | Multimodal Transformers | Python | Reproducible experimentation | Testing | Transformer Models | Uncertainty Quantification | Weights and Biases
Education
Regions
Countries
States
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