Byford resigned from his Big Apple role in February 2020 after butting heads with then-New York Gov. Andrew Cuomo — now the favorite to become the city’s next mayor.

Amtrak appointed its top high-speed rail executive Andy Byford to oversee Penn Station’s reconstruction plan late last week, ...