Senior AI/ML Engineer
Metriport, San Francisco
The role
This is the first Machine Learning Engineer role at Metriport. We have access to the richest clinical datasets in the country longitudinal medical records for hundreds of millions of individuals and we've barely scratched the surface of what can be learned from it. You'll own machine learning at Metriport end to end: from framing the problem with customers, to training the models, to serving them in production and keeping them honest.
This is applied ML on messy, high dimensional, real world healthcare data, not a research role, and not an LLM wrapper role.
- You have deep ML fundamentals, from classical methods through deep learning. You can take a prediction problem from a linear baseline to gradient boosted trees to a neural network and you know when each one is the right answer.
- You've shipped models to production and lived with them: you have opinions about evaluation, monitoring, retraining, and what can break after launch.
- You're deeply experienced with ML, but still have strong eng chops: you can stand up a service, write the IaC, instrument it, and own it end to end. Python is home; TypeScript, AWS, and SQL aren't going to scare you.