In-ear headphones from Master & Dynamic that both fit well and have good sound isolation. They are also water resistant and can handle both a rainy day and a sweaty workout.
From Amazon
Mw07 Plus True Wireless Earphones - Jade Green
OnBuy
Master & Dynamic MW07 Plus True Wireless In-Ear Headphones (Black Quartz)