Jython is designed to seamlessly integrate Python with Java, allowing developers to utilize Python's dynamic features while leveraging Java's extensive libraries. In contrast, Kotlin offers a statically typed alternative to Java with modern language features, making it suitable for Android development and large-scale applications.