The winner of that tie are due to face Wales or Austria, whose match will still go ahead as planned on the same date.
The Scotland vs Ukraine tie will now take place in June amid Russia's invasion of the latter.
Poland have been given a bye in their semi-final tie against Russia, however that decision will be appealed by the latter, who plan to take the case to the Court of Arbitration for Sport (CAS).
Robert Lewandowski's side will face either Sweden or Czech Republic in their final play-off.
A statement from FIFA read: "On March 3 2022, the Ukrainian Association of Football wrote to FIFA requesting that its qualification match(es) be rescheduled owing to the impossibility of organising both the travel and training of a team under the current circumstances."
"It was further agreed that the match between Wales and Austria will remain as scheduled on 24 March 2022, owing to the need to limit the disruption to the competitive matches already scheduled for the June window in what is an already congested calendar.
"Alternative fixtures for affected teams in the March window are being explored by the relevant parties.
"Similarly, the details of the rescheduled fixtures will be announced in due course and the international match calendar window of June will be adapted as necessary for the teams concerned once these details have been finalised."