Mitchell completed an Associate Diploma in Mathematics and Computing at the University of Southern Queensland in 1992, and joined the firm in July 2003. He spent nine years working in the food processing industry. Initially working with computerized payroll systems. Then six years developing software for both administration and plant related systems at Rockhampton. Following this he spent twelve months developing web applications for a software development company in Brisbane.