Sciatica and other types of low back pain can make it difficult to get a good night's sleep. According to studies, up to 58% of patients with persistent lower back pain experience sleep problems. It may take some trial and error to find the optimal posture for sciatica relief. However, it's a good idea to stick to postures that keep your spine in its natural alignment as a general rule.