The victim was identified as Kahlil Mclean, 21.
Just after 4 a.m., officers were called to Murchison Road for a traffic collision.
According to investigators, Mclean drove a white 2017 Kia on Murchison and hit a utility pole. As a result, the Kia caught on fire.
Mclean was pronounced dead at the scene.
Police said they believe speed to be a factor in the collision.
SEE ALSO | Woman electrocuted while walking away from crash that caused hours-long power outage in Raleigh
Woman electrocuted while walking away from crash in Raleigh