You need a bradawl.
Or file a point on an old beat up small crosshead.
Actually better than a drill for small holes as the screw has more to grip, and less likely to wander if drilling a pugged hole where the plug may be much harder/softer than the surrounding material.
(Often, I use my pillar drill - I put a sheet on the table to prevent scratches).