NOV, a Fortune 500 independent provider of oilfield equipment and technologies, was looking for an adaptive solution to meet the diverse needs of its data science teams. The company's Data Science Operations Manager, Joshua Cluff, recognized the need for a platform that could support legacy IDEs like RStudio alongside newer ones like VS Code and PyCharm, with robust debugging features. After exploring various options, Coder was found to be a suitable solution, offering cloud provider agnosticism, multi-editor and IDE support, encrypted TLS browser sessions, and secure workspace management. This transition enabled NOV's data scientists to use their preferred tools without compromising on security or sysadmin burden.