The game auto-saves extremely frequently. The icon appears in the top right corner, but is quite hard to notice, since it'd be intrusive otherwise (given how often the game auto-saves). The game auto-saves every few seconds or so, and also auto-saves whenever anything of note happens (picking up items, acquiring blood echoes, opening/closing start menu etc.)