 On 25 January 2017, Zárate joined Premier League side Watford on a two-and-a-half-year deal.On 25 February, he won a penalty in a game against his former club West Ham, but later injured his cruciate ligament after twisting his knee awkwardly.Zárate needed nine minutes of medical attention and would likely miss the rest of the season.