Legate is a recently developed software system for constructing scalable simulation and data analysis programs using convenient, familiar notation. It demonstrates how coupling Python, with a runtime system originally designed for high-performance computing, can enable the creation of libraries that mimic the familiar interface of NumPy and Pandas for execution on both desktops and supercomputers.