SQL on Big Data refers to the use of SQL-like query languages to process and analyze large-scale datasets stored in distributed systems. This approach leverages the familiarity and expressiveness of SQL to enable efficient data manipulation and retrieval in big data environments, often integrating with platforms like Hadoop, Spark, and cloud-based data warehouses.