you may want to try financial industry, especially asset managers.
Quantitative managers need to optimize their portfolios regularly. Of course
, not every quantitative manager needs to build their own optimization
machinery, but some do.
Also commercial banks also have such needs.
Another industry with such need I am aware of is Medicinal Chemistry where
chemistry and pharmacy meet. Try out some large pharmaceutical companies.