"My Arms Keep Missing You" is a song by Rick Astley released in 1987 as the second half of a double A-side single.

The first A-side is the pop standard "When I Fall in Love". The single reached #2 in the UK selling over 250,000 copies.

"My Arms Keep Missing You" was released as an independent single in Germany and reached number 6. It later appeared on remastered album Hold Me in Your Arms 2010 as a bonus track.

The song was written and produced by Stock Aitken Waterman.