They say he should be considered armed and dangerous and are cautioning people not to approach him but to call 911 if they see him.
“It’s a targeted shooting by rival groups known to each other and known by the police,” said S/Sgt. Jeff McArthur of the Sooke RCMP.
The two victims, both Sooke residents in their 20s, were sent to hospital.
One of the men was shot in the arm and was able to go home Wednesday. The other man was shot in the torso and remains in hospital in stable condition.
Sooke mayor Maja Tait said the shooting came as a shock to the community.
“In my lifetime I don’t recall any time there was news of this happening in our community,” she said.
Police are searching for a grey four-door 2003 Kia Magentis with Saskatchewan licence plate 404 JZB.
The car was reported stolen in Langford.
Anyone with information is asked to contact the Sooke RCMP at 250-642-5241 or Crime Stoppers at 1-800-222-8477.