Video footage has emerged of the attempt to kill a high-ranking member of the Comanchero bikie gang at a tattoo parlour in Melbourne's south-east.

Bystanders were captured fleeing Nitro Ink in Hampton Park as two hooded men stormed the business in the early afternoon on February 22.

Victoria Police released the CCTV footage on Monday as part of their investigation into the shooting.

In the footage, a stolen silver Audi is seen pulling up outside Nitro Ink on Fordholm Road in Hampton Park.