The family returned to Paris, where Albert Lynch subsequently studied at l'École des Beaux-Arts, under the guidance of painters Jules Achille Noël, Gabriel Ferrier and Henri Lehmann. He showed a portrait at the Salon in 1879, and continued to exhibit there regularly until at least 1934. At the Exposition Universelle of 1900 he received a gold medal.