Magnus Rasmussen was appointed Minister of Environment, Industry and Trade, on 19 August 2021 representing the Union Party (Sambandsflokkurin).

Magnus Rasmussen was elected to parliament in 2015. Before his ministerial appointment he was chairman of the parliamentary Finance Committee.

He was mayor of Runavík from 2009 to 2015.