born in stepney, east london, mccarthy grew up to work for his father's company servicing north sea oil rigs. unlike most formula one drivers, mccarthy did not start racing in karts. he worked his way through the junior categories of motor sport in europe, such as formula ford, formula 3, eventually f3000 and various touring and sports car races in the us, including drives for spice engineering.