Nomad was my choice for queue centric workloads, but it doesn't seem to fit the webserver / long living services as good as Kubernetes. I'm not sure, but I would think you could run Nomad and Kubernetes on the same servers, sharing the Docker runtime.
If you run two schedulers they don't have a correct view of available capacity. You can use Mesos as a meta-scheduler but that introduces more complexity.
