Reporting to the Manager, Data & Analytics you will work closely with the Data Scientists and Data Engineers to help extract value from our data by leading all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.
Responsibilities
Building and integrating end to end lifecycles of large‑scale, distributed machine learning systems using the latest open source and cloud technologies.
Maintaining cloud workspaces and optimizing cloud compute resources.
Building automated tests and validations for machine learning models and underlying data.
Maintaining production machine learning model registry and building retraining strategies.
Developing and implementing methods for detecting model and data drifts.