Why not steel?

[dpage70]

I would think that the main reason would be that steel will rust Even if it's painted while lead and tungsten won't.

[slobslayer]

The specific gravity of tungsten is more than twice that of steel. Therefore a steel sinker or jighead would need to be more than twice the size of an tungsten sinker or jighead of equal weight.