Hello,

Instance type can never be changed to a different one if the defined type is unavailable in the AWS AZ.

Have you setup auto-AZ for this job? It will let databricks try a different availability zone within the same region if the instance_type is unavailable in one AZ.

Reference: https://docs.databricks.com/clusters/configure.html#automatic-availability-zones-auto-az