ArangoDB is available as Docker container.

The processor(s) must support the SSE 4.2 instruction set (Intel Westmere or better, AMD Bulldozer or better, etc.)

In order to install the stand-alone version use

docker run -p 8529:8529 -e ARANGO_ROOT_PASSWORD=openSesame arangodb/arangodb:3.7.2.1

See the Docker Deployment section in the documentation about running ArangoDB in containers and how to persist your data under Docker.