A modular heat pump water tank is provided. The modular heat pump water tank comprises a tank unit including a tank for containing heated water; a heat pump unit including a heat pump for providing heat to the tank; and a heat exchanger arranged externally to the tank for transferring heat from the heat pump to water from the tank. The tank unit and the heat pump unit are adapted for mounting to one another to form an integrated heat pump water tank.