He gave a muscular injection to a patient (no blood), then the needle was stuck in his finger on the very first skin layer, is there a risk of HIV?

Needle stick injury. Although you may not see blood on the needle, blood may be there. Best to treat this as a needle stick injury and follow post exposure prophylaxis guidelines.