Police said a 27-year-old woman was in the area of 15th and Walnut streets on August 19, when her rose-colored iPhone XS was taken.
A man grabbed the phone then took off running toward the subway platform, near the Broad Street line.
The phone has an estimated value of $1,000.
Anyone who recognizes the suspect is asked to call police at 215-686-8477.