| # | Player | Team | Nationality | Goals |
|---|---|---|---|---|
| 1. | Aleksandar Mitrovic | Fulham | Serbia | 23 |
| 2. | Ollie Watkins | Brentford | England | 22 |
| 3. | Jarrod Bowen | Hull | England | 16 |
| Lewis Grabban | Nottingham Forest | England | 16 | |
| 5. | Cauley Woodrow | Barnsley | England | 14 |
| Karlan Grant | Huddersfield | England | 14 | |
| Nahki Wells | Queens Park Rangers/Bristol City | Bermuda | 14 | |
| 8. | Lukas Jutkiewicz | Birmingham | England | 13 |
| Steven Fletcher | Sheffield Wednesday | Scotland | 13 | |
| 10. | Bryan Mbeumo | Brentford | France | 12 |
| Martyn Waghorn | Derby | England | 12 | |
| Patrick Bamford | Leeds | England | 12 | |
| 13. | Adam Armstrong | Blackburn | England | 11 |
| André Ayew | Swansea | Ghana | 11 | |
| Eberechi Eze | Queens Park Rangers | England | 11 | |
| Lyle Taylor | Charlton | Montserrat | 11 | |
| 17. | Conor Chaplin | Barnsley | England | 10 |
| Daniel Johnson | Portsmouth/Preston North End | Jamaica | 10 | |
| Famara Diedhiou | Bristol City | Senegal | 10 | |
| Hal Robson-Kanu | West Bromwich | Wales | 10 | |
| James Collins | Luton | Ireland | 10 | |
| Jed Wallace | Millwall | England | 10 | |
| Jordan Hugill | Queens Park Rangers | England | 10 | |
| Saïd Benrahma | Brentford | Algeria | 10 |