Does aussitôt que need the subjunctive?

No, aussitôt que does not take the subjunctive:

Nous allons manger aussitôt qu'il arrivera.
We're going to eat as soon as he arrives.

Note that this conjunction is normally followed by the future, rather than the present tense.

The Subjunctivator! | Quiz: Subjunctive or indicative?