Do I need an EH (Electrical Hazard) rated boot?

If you work around live circuits, yes — and reviewers note that EH ratings require an intact, dry, non-conductive sole. The Timberland PRO Pit Boss is the EH-rated pick in this roundup per the manufacturer's listing cited in the signals.