West Brom's defeat at Huddersfield means the Yorkshire outfit can no longer finish outside the top two
And Milner has been quick to congratulate the White on social media by saying: "Congratulations LUFC #backwhereyoubelong #MOT"
The 34-year-old, who won the Champions League with the Reds last summer, has been linked with a return to Elland Road.
Ex-Leeds winger Aaron Lennon also tweeted: "Finally!!! Back in the Prem. Congrats @LUFC, What a day for everyone associated with the club and the city. Leeds Leeds Leeds.''