I like to create Customer Invoice in new QuickBooks Online. But, is it possible to skip tab field from customer to invoice date to product column.

There is no way to change the order that the tab key takes from field to field. You will just need to move tab field manually.

To add this new feature request, add your voice here:
http://feedback.qbo.intuit.com/