Aminoacyl-tRNA synthetases (aaRSs) not only load the appropriate amino acid onto their cognate tRNA, but many of them perform additional functions that are not necessarily related to their canonical activities. Phenylalanyl-tRNA synthetase (PheRS/FARS) levels are elevated in various cancer cells compared to their normal cell counterparts. However, whether and how these levels might contribute to tumor formation was not clear. Here, we show that PheRS is required for cell growth and proliferation. Interestingly, elevated expression of the α-PheRS subunit alone stimulates cell growth and proliferation. In the wing discs system, this leads to a strong increase of mitotic cells. Clonal analysis of twin spots in dividing follicle cells revealed that elevated expression of the α-PheRS subunit causes cells to grow and proliferate about 25% faster than their normal twin cells. Importantly, this stimulation of growth and proliferation neither required the β-PheRS subunit nor the aminoacylation activity, and it did not visibly stimulate translation. These results, therefore, revealed a non-canonical function of an ancient housekeeping enzyme, providing novel insight into its roles in health and diseases.