The incident happened near 132nd and San Pedro streets after deputies approached a vehicle that was parked at an apartment complex.
A deputy-involved shooting occurred, and one person was struck in the upper body and pronounced dead at the scene.
A second person at the scene was detained for assault on an officer.
A firearm has not been recovered at the scene. No deputies were injured.
An investigation is ongoing.