He played college football at UCF and was selected by the Buffalo Bills in the fourth round of the 2020 NFL draft.

As a senior, he had 69 receptions for 1,347 yards and 17 touchdowns, earning him First-team Florida Class 8A All-State honors.

[3] As a true freshman at UCF in 2017, Davis played in and started all 13 games, recording 27 receptions for 391 yards and four touchdowns.

[12] In Week 2, against the Miami Dolphins, he scored his first professional touchdown on a six-yard reception from Josh Allen.

In Week 12 against the Los Angeles Chargers, Davis recorded three catches for 79 yards, including a 20-yard touchdown reception from fellow wide receiver Cole Beasley during the 27–17 win.

[18][19] In the Wild Card Round, he caught two passes for 41 yards and a touchdown in Buffalo's 47–17 rout of the New England Patriots.

[24] In the Wild Card Round of the playoffs, Davis had six receptions for 113 receiving yards and a touchdown in the 34–31 victory over the Dolphins.

[32] Davis grew up an Orlando Magic fan, growing up in the Central Florida area and playing at UCF.