Yes,you need a visa for Lebanese.
If the Qatar work visa profession is in a Managerial category you can obtain ''On arrival visa'' at the Dubai Airport easily. If not a manager (Mudir) in Qatar you have to get a visa prior to going there ..apply thru emb or a travel agent.Ie-like Darwish travel is fast but need to buy the Ticket from them...