Was Joseph Stalin a soldier during the Russian revolution?

No he did not.

In December, 1916, while was serving a 4 year sentence of exile in northern Siberia, he and some other revolutionaries were ordered to take physical exams for possible conscription into the Russian army. He was deemed unfit for service because an old injury to his right arm had left it with some permanent damage.