Leicester City star Riyad Mahrez won the accolade, conferred by the Confederation of African Football (CAF), for 2016 after a scorching start to the previous season for the Foxes.
Moses, having helped the Blues to the English Premier League title last season made the 30-man shortlist for the next edition of the continental award. William Troost-Ekong has been with other notable names like Eric Bailly, Christian Atsu, Vincent Aboubakar and Mohamed Salah.
There are a number of additional names from the French topflight, including Bertrand Traore, Jean Michel Seri, Yves Bissouma and Keita Balde. The winner will be decided by votes from the Head Coaches/Technical Directors of the National Associations affiliated to CAF, members of the CAF Technical and Development Committee and a panel of Media Experts.
The Awards Gala will be held on Thursday, 4 January 2018 in Accra, Ghana.
NOMINEES IN FULL
African Player of the Year
Ali Maaloul (Tunisia & Al Ahly)
Bertrand Traore (Burkina Faso & Lyon)
Cedric Bakambu (DR Congo & Villareal)
Christian Atsu (Ghana & Newcastle)
Christian Bassogog (Cameroon & Henan Jianye)
Denis Onyango (Uganda & Mamelodi Sundowns)
Eric Bailly (Cote d’Ivoire & Manchester United)
Essam El Hadary (Egypt & Al Taawoun)
Fabrice Ondoa (Cameroon & Sevilla)
Fackson Kapumbu (Zambia & Zesco)
Jean Michel Seri (Cote d’Ivoire & Nice)
Junior Kabananga (DR Congo & Astana)
Karim El Ahmadi (Morocco & Feyenoord)
Keita Balde (Senegal & Monaco)
Khalid Boutaib (Morocco & Yeni Malatyaspor)
Mbwana Samata (Tanzania & Genk)
Michael Olunga (Kenya & Girona)
Mohamed Salah (Egypt & Liverpool)
Moussa Marega (Mali & Porto)
Naby Keita (Guinea & RB Leipzig)
Percy Tau (South Africa & Mamelodi Sundowns)
Pierre-Emerick Aubameyang (Gabon & Borussia Dortmund)
Sadio Mane (Senegal & Liverpool)
Thomas Partey (Ghana & Atletico Madrid)
Victor Moses (Nigeria & Chelsea)
Vincent Aboubakar (Cameroon & Porto)