Yes, you can directly apply for a work visa in Canada. You must apply online through the Canadian government's website. You must submit the required documents, such as proof of job offer, and pay the necessary fees. In some cases, you can apply at the port of entry in Canada. You are advised to apply before traveling to Canada.