[thisisit]

The classic problem of software engineering. Talking about how your specialist doesn't know other stuff. Then durinng interviews lamenting the fact that while you are getting well rounded generalists they are not up to par.

He/she knows SOAP/REST but that unaware of that NN model.

A human can only retain so much. Invest in a team which has it's own specializations.