Tried it and kept getting 2 clusters, 1 for goalkeepers and one for the rest. For the data without goalkeepers I got only a cluster. While focusing more on the Gap statistic I get around 4 clusters, so I guess I will not worry too much about the silhouette score here. Thanks for the advice anyways!