Required
- Masters Degree or PhD
- Pytorch/ Python: Real, grounded, python experts with experience in PyTorch
- FastAi2: skills and massive amount of confidence in creating models in notebooks.
- Statistical Expertise to understand the validation results
- what are they seeing, what's relevant, and how to balance the recall and explainability of their work.
- Serious technical chops(skills) required for this job.
- Medical/ clinical background is a must
- Senior most talent needed for this role.
- Contributing to the strategy discussions
- Building functional models given a population set of healthcare patients and ensuring that model is highly explainable.
Preferred: Databricks is nice to have
NOT
- Not people that use tools like MLFlow to create models.
- Not a (Machine Learning) ML Ops role.
Person is Not expected to perfectly containerize/implement the model outside of testing and validation phases, Client will do operational phase.