You don’t even need a VM! Once you have the Docker container, use Cloud Run (instead of Cloud Functions) to execute it. You can launch Cloud Run from the scheduler.

https://cloud.google.com/run/docs/deploying

It doesn’t matter here, but by using cloud run, you can handle multiple requests simultaneously. Tends to be cheaper than using VMs