Investigators say the two suspects climbed through a rear window of a home on 20th Street East around 2 p.m. on Jan. 16 and ransacked the place.
The suspects stole a .22 caliber rifle, a laptop, valuable jewelry and more than $1,000 in cash.
The suspects appear to be around 18-years-old, investigators say.
One of the suspects is described as around 5 feet 11 inches tall and weighing about 165 pounds. He wore a gray beanie, a gray sweat shirt and pink pants.
The second suspect wore a gray beanie, a gray sweat shirt, gray gloves and tan pants, authorities said.
Anyone with information about this case is urged to contact the Palmdale Sheriff’s Station at (661) 272-2506.
Tips can also be called in anonymously to Crime Stoppers at (800) 222-8477.