Jovan Popovic shows that you can easily bulk load data into Azure SQL Database:
Azure SQL Database enables you to directly load files stored on Azure Blob Storage using the BULK INSERT T-SQL command and OPENROWSET function.
Loading content of files form Azure Blob Storage account into a table in SQL Database is now single command
Click through for the details.