While one can change tracks at any time, success is far from guaranteed. Being a distinguished engineer at 40, one cannot suddenly decide to enter the track for CFO or CEO. The track for that accepted entries 10 years back and is already over-subscribed. Only the CTO track is open at that point and only in certain companies.