Later in his career Anderson played for Peterborough United during their debut Football League season (1960–61) and for Nuneaton Borough.
He won his only cap for Scotland in their final preparation match for the 1954 FIFA World Cup, against Finland.
Although he was named in the finals squad as understudy to Fred Martin, Anderson did not travel to Switzerland as Scotland chose only to take 13 players.
Anderson stayed at home on reserve, along with the likes of Bobby Combe and Jimmy Binning.
Inside forward George Hamilton was also on reserve but travelled after Bobby Johnstone withdrew through injury.