Having worked for a company designing nuclear power plants, that was very much a financial company where even the tiny sales department had far more power than the very large engineering department ... I would disagree that complexity of a problem makes companies engineering companies.

The engineers at sister companies who were working at the time on an offshore gas terminal were in the same position. Those companies are very much not engineering driven.