A snippet here on the US labour market from Standard Chartered:
The BLS estimates of immigrant population and employment are very likely too low.
The Congressional Budget Office (CBO)uses a top-down methodology and estimates that 3.3mn immigrants arrived in 2023, of which 2.5mn were undocumented or overstayed visas.