The last of the 34-year-old's 10-year Test career came in the Ashes opener at Cardiff which England won by 169 runs.
Watson made 30 and 19 with the bat, and failed to take a wicket, causing him to lose his place for the rest of the series.
Watson's Test retirement was announced on Cricket Australia's official website.
