As a Machine Learning Engineer at Sonar, you will design, develop, and optimize ML workflows to enhance AI-powered developer assistants. Your role involves working on algorithms, preprocessing datasets, conducting experiments, and collaborating with teams to integrate models into production. You'll also develop documentation and stay up-to-date with advancements in machine learning.