This has not been a great century for working in retail. The sector, which added about 5 million jobs from 1980 through the end of 2000, has added only 416,100 since. Since January 2017, retailers have shed 145,200 jobs even as overall employment growth has remained strong.

The obvious explanation here is the rise of online shopping. Nonstore retailers such as Amazon are included in the above retail employment totals, but with employment of 570,500 as of November they simply haven't created enough jobs to make up for the stagnation in the rest of the sector. If you add in the warehouses where online retailers keep their products, as well as the couriers and messengers who deliver them, you do start to get somewhere - and can detect a pretty sharp acceleration in employment growth after 2009.