Senior Machine Learning Engineer

📋 Description

• • Own and scale the infrastructure that powers production ML and AI across Zip, enabling reliable, observable, and scalable machine learning systems that drive real business impact.
• • Day-to-day responsibilities include building and maintaining batch and streaming feature pipelines, designing feature store patterns, managing MLflow model registry standards, deploying scalable model serving endpoints, implementing CI/CD for ML pipelines, optimizing PySpark and Spark SQL workloads, managing Databricks clusters and access controls, improving observability and alerting, contributing to Lakehouse architecture, and supporting emerging AI use cases including real-time and large-scale ML systems.
• • Zip Co Limited is a digital financial services company operating in the US, Australia, and New Zealand, offering point-of-sale credit and digital payment services to millions of customers through a global network of tens of thousands of merchants, guided by values of Customer First, Own it, Stronger Together, and Change the Game.
• • In this role, you will deepen your expertise in MLOps, distributed data systems, and cloud-native ML platforms while enabling AI innovation across the business, gaining end-to-end ownership of the ML lifecycle and contributing to scalable, production-grade infrastructure that powers Zip’s next-generation AI capabilities.