The attack on Monday killed at least 20 people, most of them women working in agricultural fields.
The area was captured from the SDF by Turkey-backed armed groups in the Syrian National Army (SNA) coalition in December. Fighting has been ongoing between the factions around the Tishreen Dam to the east.
There have been seven car bombings in and around Manbij since December. No one has claimed responsibility.