Fans can vote for their favourite below, but both City strikers enjoyed an excellent January.
Aguero scored six goals, including a stunning hat-trick against Aston Villa, while Jesus grabbed five goals.
The pair have scored a total of 37 goals between them this season.
The full list of nominees are:
- Adama Traore Wolves
- Sergio Aguero Manchester City
- Gabriel Jesus Manchester City
- Ricardo Pereira Leicester City
- Nick Pope Burnley
- Alisson Liverpool
Voting starts at 3pm today (31 January) until 8am, on 3 February.