Common Causes: Scalp tenderness. Some of the possible common medical causes of Scalp tenderness may include: 1  Giant cell arteritis. 2  Migraine. 3  Tension headache. 4  Cervical myelopathy. 5  Herpes zoster. 6  Cellulitis. 7  Brain tumour. 8  Contact dermatitis.