The fire started around 1:30 p.m. near the intersection of Mountain Boulevard and Keller Avenue.
Video shows the intense moments as the fire spread quickly near I-580, burning closely next to homes.
RELATED: Forward progress stopped on Oakland Hills fire that damaged at least 10 homes, officials say
Aircrafts with the California Department of Forestry and Fire Protection were seen dropping fire retardant.
The forward progress has stopped at 10 acres burned, according to fire officials.
This fire comes nearly 33 years to the date of the deadly Oakland Hills firestorm.
On Oct. 19, 1991, the Tunnel Fire tore through the Oakland Hills, killing 25 people and destroying nearly 3,500 homes.
MAP: Track wildfires across California