This study analyses the changing structure of the labour force and employment in India using the Employment and Unemployment Survey (2011–12) and the Periodic Labour Force Surveys I and II (2017–18 and 2018–19). The estimates indicate that there was a mere improvement in employment from 2017–18 to 2018–19; however, as this was accompanied by a decline in the size of the workforce between 2011–12 and 2017–18, this does not indicate recovery. The unemployment rate, especially that of youth, remains at a historic high. A remarkable decline in the share of agriculture in the workforce without a corresponding increase in the non-agricultural sector indicates a somewhat distorted structural transformation. A sizeable portion of the female population has been withdrawn from the labour and workforces.