Babies with eczema usually have a red, dry rash on their face. The rash may be on their scalp, body, arms and legs or behind their ears. The rash is very itchy and may keep them awake at night. In toddlers and older children, the eczema rash is often in the skin creases around the knees, wrists, elbows and ankles.