As the field of machine learning continues to grow, many software engineers are finding themselves drawn to the exciting possibilities offered by working with AI technologies. However, transitioning from software development to machine learning engineering can be a challenging and intimidating process. In this talk, we'll explore what it takes to successfully make the leap.