| # | Player | Team | Nationality | Goals |
|---|---|---|---|---|
| 1. | Aleksandar Mitrovic | Fulham | Serbia | 23 |
| 2. | Ollie Watkins | Brentford | England | 22 |
| 3. | Lewis Grabban | Nottingham Forest | England | 17 |
| 4. | Jarrod Bowen | Hull | England | 16 |
| Karlan Grant | Huddersfield | England | 16 | |
| 6. | Nahki Wells | Queens Park Rangers/Bristol City | Bermuda | 15 |
| 7. | Bryan Mbeumo | Brentford | France | 14 |
| Cauley Woodrow | Barnsley | England | 14 | |
| 9. | Lukas Jutkiewicz | Birmingham | England | 13 |
| Patrick Bamford | Leeds | England | 13 | |
| Steven Fletcher | Sheffield Wednesday | Scotland | 13 | |
| 12. | André Ayew | Swansea | Ghana | 12 |
| Eberechi Eze | Queens Park Rangers | England | 12 | |
| Martyn Waghorn | Derby | England | 12 | |
| 15. | Adam Armstrong | Blackburn | England | 11 |
| Daniel Johnson | Portsmouth/Preston North End | Jamaica | 11 | |
| James Collins | Luton | Ireland | 11 | |
| Jordan Hugill | Queens Park Rangers | England | 11 | |
| Lyle Taylor | Charlton | Montserrat | 11 | |
| Matt Smith | Millwall | England | 11 |