The ‘Let Me Entertain You’ singer has previously quit the band twice – first in 1995, then again in 2014. He’s thought to be working on material for a best of album, ahead of the band’s 25th anniversary celebrations.
The Sun report that Robbie will join the remaining Take That members, Gary Barlow, Mark Owen and Howard Donald in 2017. Although, former member Jason Orange is not thought to be making a return to the limelight.
They have a new album due, which will be their second record they’ve produced as a trio. Williams last recorded music with Take That in 2010 for their album ‘Progress’ – that became one of the fastest-selling albums of all time.
A source told The Sun: “Robbie loves being part of the creative process and he has lots to offer. He influenced the last album he featured on with his electro sound, which reflected his solo work at the time.
“He’s a changed man since studio sessions back in the day and takes things far more seriously.”
A representative for Take That would not provide a comment when contacted by MailOnline.