| Temporada | Equipo | Competición | PJ | G | A | Nota | ||
|---|---|---|---|---|---|---|---|---|
| 2025/2026 | Charlton | Championship | 17 | 1 | 0 | 1 | 0 | 6.5 |
| 2024/2025 | Luton | Championship | 17 | 0 | 0 | 4 | 0 | 6.8 |
| 2023/2024 | Luton | Premier League | 22 | 0 | 4 | 5 | 0 | 6.9 |
| 2022/2023 | Luton | Championship | 22 | 2 | 0 | 3 | 0 | 6.8 |
| 2021/2022 | Luton | Championship | 29 | 1 | 0 | 5 | 1 | 6.7 |
| 2020/2021 | Hull | League One | 34 | 4 | 1 | 1 | 1 | 7.1 |
| 2019/2020 | Hull | Championship | 36 | 0 | 0 | 4 | 0 | 6.8 |
| 2018/2019 | Hull | Championship | 34 | 0 | 0 | 2 | 0 | 6.8 |
| 2017/2018 | Bolton | Championship | 25 | 1 | 0 | 3 | 0 | 6.8 |
| 2016/2017 | Wigan | Championship | 10 | 1 | 0 | 0 | 0 | 6.8 |
| 2016/2017 | West Ham U23 | Premier League 2 | 3 | 0 | 0 | 0 | 0 | – |
| 2015/2016 | Bradford City | League One | 34 | 2 | 0 | 3 | 0 | – |
| 2014/2015 | West Ham | Premier League | 5 | 0 | 0 | 0 | 0 | – |
| 2014/2015 | West Ham U21 | Premier League U21 | 1 | 0 | 0 | 1 | 1 | – |
| Total | 289 | 12 | 5 | 32 | 3 | – | ||
| Fecha | Desde | Hacia | Tipo | |
|---|---|---|---|---|
| 07 sept 2025 | Luton | Charlton | Transfer | |
| 07 ene 2021 | Hull | Luton | Free agent | |
| 07 oct 2018 | West Ham | Hull | Transfer | |
| - | Bolton | West Ham | Return from loan | |
| - | West Ham | Bolton | Loan | |
| 01 feb 2018 | Bolton | West Ham | Return from loan | |
| 08 ene 2017 | West Ham | Bolton | Loan | |
| - | Wigan | West Ham | Return from loan | |
| - | West Ham | Wigan | Loan | |
| - | Bradford City | West Ham | Return from loan | |
| - | West Ham | Bradford City | Loan |
R. Burke career history shows progression across clubs and competitions, including club timeline, national team appearances and overall career totals.