Data Mesh, Lakehouses, AI/ML Tools, Serverless Computing, and DevOps Automation are shaping data engineering trends in 2024. With the increasing demands of AI and machine learning, tools that can support these modern use cases will be well-positioned to support organizations keen on leveraging AI. Understanding these trends is crucial for data engineers to stay ahead in their field.