Depends on a couple things. The type of timer. Some fully sever the circuit, some still allow a tiny bit of electricity through. If it fully severs the circuit this is a defective diode - something to do with the phosphor layer, if i recall.
Easy way to tell. When it happens, unplug it.. if the diodes then shut off, you know you have the timer that doesn't physically sever the circuit
I had some cheap COB LED before. One of the units would glow like that for 30 minutes after lights out. Even if unplugged - a testament to the efficacy of LED, even the shitty no name brands, lol.
anyway, if they glow even for long periods after you unbplug it, that's a manufacturer's defect and should be covered by the warranty and any self-respecting brand. if it's the fault of the power timer, then obviously you just need a new timer.