As a Machine Learning Engineer, you will enhance user experiences for healthcare professionals by developing a knowledge graph, organizing domain-specific information, and collaborating with a team to refine product relevance and accuracy. You will build classifiers, maintenance scripts, and evaluation experiments while utilizing AWS services and Python to deliver effective cloud-based solutions.