When was your septic tank last pumped? The tank may be full and clogged. Your the drain field could be saturated or the sewer line may have a clog. The problem arising after a heavy rain makes me think of the tank or leach field. You should contact a septic service company who does not have the word "Rooter" in his business name to inspect your system.