Myoepithelial tumors in skin and soft tissue are uncommon, but have been increasingly characterized over the past decades. They equally affect men and women of all age groups. Lesions are more frequent in extremities and limb girdles. Due to presence of varied architectural and cytological features both within a lesion and between different tumors, immunohistochemistry may be required to diagnose these tumors. We report a rare case of myoepithelial tumor of soft tissue of lower extremity with secondary bone changes on radiographs, as well as magnetic resonance imaging and histopathological correlation. The tumor was initially noticed as a painless, deep soft-tissue mass in the left lower limb; thereafter, the patient started complaining about chronic left lower limb radicular pain. A core needle biopsy was then performed, which discloses nests of ovoid to plasmacytoid cells having monomorphic round nuclei, inconspicuous nucleoli, and clear cytoplasm. Immunohistochemically, the tumor cells were positive for AE1, P40, CK 5/6, and vimentin markers.