Investigate increasing effective_io_concurrency
https://www.postgresql.org/docs/9.6/static/runtime-config-resource.html#GUC-EFFECTIVE-IO-CONCURRENCY
This is currently set to 1. According to the documentation, SSDs may benefit from a higher value (e.g. 100).