Yes, it does snow in Switzerland in the winter months. The Alps and other mountainous regions often see snowfall from October to April, while lower areas may get snow during the coldest winter months. But, snow's not guaranteed everywhere – for example, it only happens on the coldest winter days in the city of Basel.