An interactive map of vanishing employment across the US
slate.com
slate.com
Hence, it is perhaps better to read "X jobs created/lost nationwide since YYYY" as "We were creating/losing jobs at a rate of X per year in YYYY".
Why? The data represents the number of jobs lost or gained At That Point Since The Year before. I know it says it on the graph, but I find that this is easily overlooked.