| # | Player | Team | Nationality | Goals |
|---|---|---|---|---|
| 1. | Aleksandar Mitrovic | Fulham | Serbia | 21 |
| 2. | Ollie Watkins | Brentford | England | 20 |
| 3. | Jarrod Bowen | Hull | England | 16 |
| Lewis Grabban | Nottingham Forest | England | 16 | |
| 5. | Nahki Wells | Queens Park Rangers/Bristol City, QPR/QPR, Bristol City | Bermuda | 14 |
| 6. | Cauley Woodrow | Barnsley | England | 13 |
| Karlan Grant | Huddersfield | England | 13 | |
| 8. | Bryan Mbeumo | Brentford | France | 12 |
| Lukas Jutkiewicz | Birmingham | England | 12 | |
| Patrick Bamford | Leeds | England | 12 | |
| Steven Fletcher | Sheffield Wednesday | Scotland | 12 | |
| 12. | Eberechi Eze | Queens Park Rangers | England | 11 |
| Martyn Waghorn | Derby | England | 11 | |
| 14. | André Ayew | Swansea | Ghana | 10 |
| Daniel Johnson | Preston | Jamaica | 10 | |
| James Collins | Luton | Ireland | 10 | |
| Jed Wallace | Millwall | England | 10 | |
| Jordan Hugill | Queens Park Rangers | England | 10 | |
| 19. | Adam Armstrong | Blackburn | England | 9 |
| Andreas Weimann | Bristol City | Austria | 9 | |
| Conor Chaplin | Barnsley | England | 9 | |
| Lyle Taylor | Charlton | Montserrat | 9 | |
| Saïd Benrahma | Brentford | Algeria | 9 | |
| Tom Barkhuizen | Preston | England | 9 |