All of the women are fully veiled, making it hard to identify individuals but it is possible the group may be linked to ISIS.
Standing on their parade ground, the radical women are shown shouting “jihadic” slogans and attempting to use their AK 47 rifles.
Charlie Winter, a researcher at counter-terrorism think-tank the Quilliam Foundation, identified the location of the video, told Mail Online this footage to have been filmed at the St Simeon's Church, around 60 km from the Syrian city of Aleppo.
Many of the women can be seen menacingly waving their machine guns in the air whilst a few of the women simply point their fingers towards the sky.
Most of the women appear to be wearing white sports shoes or unflattering sandals and shoes.
Formed up in an informal parade square, the group stand to attention, lazily holding their guns down by their side.
One of the women, who seems to be the enthusiastic leader of the group stands at the front, leading the loud call and response chants in Arabic.
They boisterously shot religious slogans, praising the "Islamic State" and re-iterating their devotion to "jihad".
According to the International Centre for the Study of Radicalisation (ICSR) at King’s College London, a group of at least 30 female British nationals have been identified as being based in northern Syria.
Most the "British female jihadis" live in the Syrian town of Manbij in Aleppo province or the ISIS de-facto capital city of Raqqa.