You need a collector resistor to control the current through the transistor. Do not run it at 100% (20ma) so suggest you use a 1k in the collector circuit. The second resistor is to control base current. I suggest you use a 10k in that location. This should feed enough base current to ensure full saturation of the transistor (ie turn it fully on).