"Losing him is devastating not only to our Zoo family but also to the conservation efforts of this species," the zoo said on Twitter on Tuesday. "Pin will be missed dearly by everyone."
The zoo offered a $10,000 reward for any information that helps the investigation.
On January 13, a clouded leopard, Nova, escaped from her enclosure after a section of fencing had been cut.