Every year there is always some extremely memorable buys - such as Cristiano Ronaldo rejoining Manchester United – while some deals may go under the radar and simply just not go to plan.
Those players may have a disappointing season at their new club before being sent out on loan or spend their weekends watching the match on their television at home.
Here are seven of those footballers that you might have forgotten still play in the Premier League.
Did you remember them all?
5. Sheyi Ojo
Sheyi Ojo signed for Millwall on loan this summer - his eighth loan spell during his time with Liverpool. The 24-year-old joined the Reds in 2011, however he has only made eight Premier League appearances for them since.
Photo: Ben Hoskins
6. Charly Musonda
Charly Musonda is another Chelsea player that seems to have disappeared. The Belgian has spent almost ten years with the Blues and has only made three league appearances. Musonda has been on loan with Real Betis, Celtic and Vitesse - however has remained at Stamford Bridge since last year. The midfielder wasn't included in their Premier League squad for this season.
Photo: Bryn Lennon
7. Jason Steele
Many football fans may not have even know Jason Steele was in the Premier League in the first place after joining Brighton & Hove Albion from Sunderland in 2018. The goalkeeper has made a handful of appearances in the Carabao Cup since his arrival but has never featured in the league for the Seagulls.
Photo: NICK POTTS
8. Lewis Baker
Lewis Baker has been with Chelsea since 2005 and had a lot of potential as a youth player, making 18 appearances for England U21s. The midfielder has enjoyed eight loan spells - most recently with Trabzonspor - but has never made a Premier League appearance for his boyhood club. The 26-year-old wasn't included in Thomas Tuchel's Premier League squad for the 2021/22 season.
Photo: Paul Thomas