One of the most commonly prescribed medications for joint pain in dogs are Non-Steroidal Anti-Inflammatory Drugs (NSAIDs). They come under a variety of names such as Rimadyl (carprofen), Deramaxx (deracoxib), Metacam (meloxicam), and aspirin.