The hosts have won three of their last six matches. They will be seeking three points to keep up their faint hopes of catching Valencia, who occupy the final Europa League qualification place.
Sevilla let a two-goal lead slip away to local rivals Real Betis on Monday, when Nosa Igiebor's stoppage-time leveller secured a 3-3 draw.
Simeone could opt for the same XI that saw off Granada. Arda Turan is likely to miss out for Atletico as he continues to recover from an ankle injury.
Possible starting lineups
Sevilla: Beto, Fazio, Coke, Botia, Moreno; Reyes, Navas, Rakitic, Perotti, Kondogbia; Negredo
Atletico: Courtois; Manquillo, Miranda, Godin, Filipe Luis; Koke, Suarez, Gabi, Garcia; Costa, Falcao
Sports Mole says: 1-2