'403 Permission denied while getting Drive credentials' when using Deployment Manager to create an 'external table' in BigQuery

Question

Steps to reproduce:

• Create sheet in Google Sheets
• Enable Deployment Manager & Google Drive API in Google Cloud Platform
• add deployment manager