You build the technological foundation under AI applications. You ensure that models run reliably and efficiently on cloud-native platforms. With your knowledge of Azure, CI/CD, and Infrastructure-as-Code, you’ll help models perform optimally and coach DevOps and Data Science teams in best practices.
Your primary focus will be on designing, building and managing our cloud-native ML platforms, primarily within Azure. You’ll develop data and feature pipelines for both batch and real-time inference, and set up CI/CD lines for fully automated model deployments. Tasks such as configuring automatic retraining, drift detection and canary rollouts are part of your daily work. You continuously monitor the cost, security, SLAs and governance of the running systems. Besides your hands-on work, you play a crucial coaching role and explore innovations such as serverless ML to continuously improve our platform.
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