This looks like a regular SMD led soldered backwards. It may be helpful to see the picture of the other side.
Reverse mount LEDs exist, but they usually designed for flush mount with the board, so not in a typical SMD package.
Ok, it looks like they also exist in regular packages. The lens size is increased in that case, which makes sense. So, picture of the other side would be helpful for sure.
Your bigger issue in finding a replacement would be the color/temperature match, especially with unknown aging on other parts. If there are not a lot of them on the board, you may have to replace all of them to get uniform backlight.