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Quantitative Finance · Glossary

What is Machine-learning engineer, model owner?

Also known as: machine-learning engineer · model owner

Definition 28.1 Machine Learning for Markets · Chapter 28 — The Machine-Learning Team

A machine-learning engineer builds and operates the systems that train, serve and monitor models in production, combining the skills of data scientists, data engineers and software engineers. The model owner is the named person accountable for a model in production: its performance, its monitoring, its retraining and its retirement, and the answers to the questions validators, risk managers and regulators ask about it.

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