Officials released a surveillance picture of the suspect's car.
Ramanpreet Suri, 34, of Wilmington, was walking along the off-ramp from Route 1 on Sunday night when he was struck.
Police say several other vehicles also hit the victim. One of the drivers stopped.
Anyone with information should contact Delaware Crime Stoppers at 1-800-TIP-3333.