The easiest, and luckiest solution, would be that the rain is simply blowing in to the exposed block, between the ground and where the siding on the house begins. It can run down to the basement through the center of the block and seep in. You can try waterproofing these blocks with All-Purpose Heavy Duty Water Repellent first and maybe you’ll get lucky. If that doesn’t work, definitely call a contractor.