As a producer and engineer, Horscroft started out in the Surry Hills-based studio Big Jesus Burger (BJB) from 2003 to 2012.
[citation needed] Joining EMI Music Australia in 2011 as Vice President of A&R, and then General Manager of A&R from 2013.
[citation needed] In 2013 he acquired The Grove Studios on the NSW Central Coast.
In 2010 he received an ARIA nomination for 'Producer of the Year', jointly with Adam Spark, for Birds of Tokyo's self-titled third album.
Horscroft also produced 2015 ARIA Award winning album by Melbourne's Oh Mercy, When We Talk About Love.