Last Chance Harvey (movie, 2008)

In London for his daughter's wedding, a struggling jingle-writer, Harvey Shine, misses his plane to New York, and thus loses his job. While drowning his sorrows in the airport pub, Harvey meets Kate, a British government worker stuck in an endless cycle of work, phone calls from her mother, and blind dates. A connection forms between the unhappy pair, who soon find themselves falling in love.