On 5 September 2012 she was appointed as Minister for Housing and Welfare, a portfolio intended to reflect the important role of housing in aiding economic recovery and the challenges that face those in poverty.[4] During her time in office, the Scottish Government remained on course to exceed its affordable homebuilding target and improvements were made to the planning system.[5]
In June 2015, Burgess announced that she would retire from Holyrood at the 2016 election.[6] She pledged "full support for whoever is selected" as the new SNP candidate for her seat, and said "I look forward to joining the new candidate on the campaign trail.[6] On 18 May 2016 the housing and welfare junior ministerial briefs were reallocated as part of a Cabinet reshuffle.[7]