Data Engineering: A role that often bridges data analytics and software engineering, focusing on building and maintaining data pipelines, and enabling data analysis at scale. Machine Learning Engineering: Involves both software development and data analysis, focusing on deploying machine learning models into production environments. https://iimskills.com/data-analytics-vs-software-engineering/