JPMorgan Chase - New York, NY
posted 2 months ago
As a Senior Machine Learning Operations Engineer, VP within our Consumer & Community Banking division, you will play a pivotal role in building and maintaining the infrastructure necessary for model training and deployment. This position is crucial for ensuring that our machine learning models are developed, tested, and deployed in a controlled and efficient manner. You will be responsible for creating and managing pipelines that facilitate batch and real-time model serving, hyperparameter tuning at scale, and model monitoring. Your work will directly impact the performance of our applications, which are designed to provide personalized experiences across various banking channels, integrating traditional banking services with innovative offerings in travel, shopping, and dining. In this role, you will deploy and maintain infrastructure such as Sagemaker Notebooks, which will serve as an effective model development platform for our data scientists and ML engineers. You will also be tasked with building, deploying, and maintaining pipelines for feature generation, ensuring that the input features for model training and inference are calculated accurately and efficiently. Your expertise will be essential in identifying and implementing high-quality model monitoring and observability tools, as well as managing compute-intensive tasks related to hyperparameter tuning and model interpretability. Collaboration is key in this position; you will partner with product, architecture, and other engineering teams to define scalable and performant technical solutions. Your deep technical expertise will not only help in designing extensible solutions but also in coaching and developing your team members. You will ensure that all work is executed in compliance with established standards and business requirements, while proactively maintaining high operational excellence standards for our production systems. Your ability to anticipate the needs of broader teams and manage dependencies will be critical to the success of your initiatives.