Whether you’re in West Palm Beach, Fort Lauderdale, or Boca Raton, location is one of the biggest factors that can impact the salary of a nanny. Typically, the higher the cost of living, the higher the nanny salary. The most expensive city to have a nanny in Florida is West Palm Beach, where the average hourly rate is $16.42.