The Greek frontman scored a hat-trick in the Premiership against Dundee at Parkhead last week.
Daizen Maeda leads the line with the disappearance of Giakoumakis and Liel Abada and Jota will support him from the flank.
Speaking before the game, Ange Postecoglu said: "We have to do better. That's the first thing.
"We have another difficult game away from home against a good team so we have to make sure we perform at the level that we are consistently doing."
Celtic lost 2-0 against Bodo/Glimt in the Arctic Circle on Thursday and a 5-1 aggregate loss to the Norwegian champions in the Europa Conference League.
Postecoglou's side has never really gone on two legs in an attacking sense against a side that is in the middle of their pre-season preparations.