Jetbrains was looking for a new programming language to replace Java for developing their large codebase of IDE and server-side tools. They wanted a language with Java interoperability, null safety, concise syntax, and easy tooling. Kotlin was selected as it met these criteria while having faster compilation times than Scala. Kotlin has since gained popularity with over 20,000 repositories and official support from Google for Android development.