When starting the image I get the following error:
2019-02-27T17:09:41.095+0000 E STORAGE [initandlisten] WiredTiger error (17) [1551287381:95206][1:0x7fae
WARNING (Windows & OS X): The default Docker setup on Windows and OS X uses a VirtualBox VM to host the Docker daemon. Unfortunately, the mechanism VirtualBox uses to share folders between the host system and the Docker container is not compatible with the memory mapped files used by MongoDB (see vbox bug, docs.mongodb.org and related jira.mongodb.org bug). This means that it is not possible to run a MongoDB container with the data directory mapped to the host.
Answer from docker mongo GitHub
Workaround to persist data:
docker volume create --name=mongodata
docker run -d -p 27017:27017 -v mongodata:/data/db --name=mymongo mongodb:3.3
More info here