Does this training permit me to work on all surface-level mine sites?

No, Part 46 training only covers sand, gravel, and aggregate material mine sites. If you plan on working on metal or non-metal operations, you will also need Part 48 (b) training to remain in compliance. This online course only covers Part 46 training.