Job Overview:
* We are seeking a highly skilled professional to take ownership of our end-to-end ML lifecycle, responsible for operationalising new models with agility and efficiency.
Key Responsibilities:
* Take ownership of and evolve our end-to-end ML lifecycle, from data ingestion and feature engineering pipelines to model training, deployment, and real-time serving.
* Design, build, and manage robust, automated CI/CD/CT pipelines specifically for ML models, integrating with existing CI/CD patterns.
* Leverage the GCP ecosystem to create a standardised and efficient path to production.
* Design and own a best-in-class observability framework for ML models in production.
* Collaborate closely with Data Scientists and ML Engineers to understand their needs, building the tools and abstractions that create a seamless environment and accelerate their workflow.