The invention relates to methods for producing lipids such as fatty acid products in recombinant host cells engineered to express a non-native gene encoding a dehydrogenase. The recombinant microorganisms are able to proliferate at a higher rate as compared with microorganisms that do not express a non-native dehydrogenase gene, and cultures of microorganisms that are engineered for lipid production and that express a non-native dehydrogenase produce more lipid than cultures of control microorganisms that do not include a non-native dehydrogenase gene.