Yes, you can. The Warrior of Light is the most multitask hero in the entire world. They can be any Job, learn every craft, and harvest every material. What's best is that both Summoner and Scholar require a level 30 Arcanist, so you can easily unlock the two Jobs and swap between them seamlessly.