Answer 1

ALTER TABLE emp
ADD CONSTRAINT my_emp_id_pk PRIMARY KEY(id)

The primary key constraint is just a primary key constraint - it always applies to the table (after all: it could contain multiple columns - it cannot be "at the column level").

It's not "at the column level" once or at the "table level" in the other case - it's the same always.