Pearlman (Hebrew: פרלמן) is a surname. Notable people with the surname include:
Alan R. Pearlman, American engineer and entrepreneur, founder of ARP Instruments, Inc.Adam Pearlman, the birth name of Adam Yahiye Gadahn, American member of Al Qaeda.Ed Pearlman, a cofounder of the National Off-Road Racing Association.Jeff Pearlman, American writer, best known for his work on sports.Jordan Walker-PearlmanLou PearlmanMichael PearlmanRichard Pearlman, American theater and opera director.Sandy PearlmanMartin Pearlman, Music Director, Boston Baroque, early music specialist, harpsichordist.