No, the individuals themselves pay. I contribute to EI. I don't necessarily use it. A surplus is developed in that envelope. Then I have the freedom to use that surplus.
The labour market is much more flexible than it was, and employers seem to have accommodated maternity and parental leave positions without any concerns.