[3] Tshiembe began playing football at an early age for local club Brønshøj Boldklub before being scouted by Copenhagen.

[4] Tshiembe made his European debut on 3 August 2017 in a 1–3 home loss to Krasnodar in the UEFA Europa League third qualifying round.

[5] He made his debut in the Danish Superliga on 11 February 2018 in a 1–3 home loss to Brøndby IF, with Tshiembe scoring an own goal after 23 minutes.

[7] On 4 August 2021, Tshiembe signed a four-year contract with 2020–21 Danish Superliga champions Brøndby.

[9] On 17 August, he made his debut in the UEFA Champions League in a 1–2 away loss to Red Bull Salzburg in the first leg of the play-off round.