It's possible to add specific attributes to each form and each underlying field.
By default, attributes are available as symfony parameters, so it's easy to override them:
parameters:
form_builder_form_attributes:
- ['my-data-attribute','My Data Attribute']
form_builder_field_attributes: '%form_builder_form_attributes%'