Put the plums in a large saucepan with 125 ml water. Heat over a medium low heat until the plums start to break down.
Add the orange juice and zest, sugar and vanilla pod and seeds. Cook for 5 minutes. Remove from the heat and allow to cool to room temperature before spooning into sterilised jars. Keep in the fridge for up to a week.