 He gained a diploma in Economics at Cambridge University and then a master's degree in Economics at the London School of Economics.Norgrove started his career as an economist at HM Treasury (1972–85), where his time included a secondment to the First National Bank of Chicago.Norgrove was private secretary to Prime Minister Margaret Thatcher between 1985 and 1988.