I would use Guava's ThreadFactoryBuilder class.
ExecutorService threadPool = Executors.newFixedThreadPool(THREADS, new ThreadFactoryBuilder().setDaemon(true).build());
If you're not already using Guava, I'd go with a ThreadFactory subclass like described at the top of Pshemo's answer