Lloyd was married to Arline Mary Walsh Lloyd. The couple had five children, television writers Stephen and Christopher, as well as Julie, Amy, and Douglas.
The November 18, 2009, episode of Modern Family (which was co-created by his son Christopher), "Great Expectations", on ABC ended with an "In Memory" screen dedicating the episode to David's life.