MLOps

MLOps is a newer career path in the computer field that aims to deploy and maintain machine learning models in a reliable and efficient way. MLOps stands for "Machine Learning Operations" and is sort of an offshoot of DevOps and as such it can be easier for a DevOps engineer to get into MLOps than it can be for an ML engineer.

Some of the different things that an MLOps engineer would do in a production setting would be:

• Data collection and preparation
• Model development and training
• ML service deployment
• Continuous feedback and monitoring