Tuberculosis can present in various atypical forms. The clinical manifestations could involve sites like bones. Tuberculosis of the scapula, humerus, and posterolateral thoracic wall is extremely rare, and diagnosis is challenging due to similarities with conditions like tumors. A young boy presented with swelling of the right shoulder joint for three months. The diagnosis was challenging due to similarities with Ewing’s sarcoma on the initial radiometric workup. A clinical assessment and diagnostic workup with biopsy, a cartridge-based nucleic acid amplification test, and an advanced radiometric investigation resulted in a final diagnosis. He was started on antituberculous drugs for 12 months.