The role of a machine learning engineer in technology involves developing and deploying algorithms that enable machines to learn from and make predictions based on data. They work closely with data scientists to create models that process large data sets and extract meaningful insights. Responsibilities include data preprocessing, model selection, and algorithm optimization. Machine learning engineers also focus on ensuring the scalability and efficiency of these models in practical applications, contributing significantly to advancements in artificial intelligence.