Shifting the weight to one side or another is sometimes helpful. However, this may cause pain in other areas so you may consider putting a pillow to one side or the other when doing this.
If you don't have sufficient natural padding, use a seat cushion or pillow to increase your comfort. Be sure to get up and walk around for at least ten minutes every hour. You might experiment with different chairs, too.