The complex in Fairfield Road shut its doors in 2019 after it was decided repairs to fix the roof would cost more than £5million.
It’s thought a new centre and swimming pool won’t be ready until 2027.
The council says the design team will be working with the community over the coming months with designs ready by late spring.