Daryl was seen leaving his Mannering Court home at around 4.05 pm yesterday, and since then has failed to return or contact either friends or family.
He is 5ft 2 in and slim with black hair, and has a facial scar.
He was wearing black jogging trouser and a black hooded top, possibly with a red top underneath.
He wore white trainers and was carrying a black backpack with white writing on it,
Inspector James Mann said: “We are eager to trace Daryl as soon as possible, as we have concerns for his wellbeing and would urge anyone who knows his current whereabouts to contact police immediately.
“Daryl is also asked to get in touch with us or attend at a local police station so we can confirm his safety.”
Those with information can contact Police Scotland via 101.