Yes, unless all toll roads are completely avoided or the vehicle is subject to exemption a valid e-vignette is needed every time a toll road is used.
Related article:
Do I need a Czech e-vignette if I only drive in the Czech Republic once?
Which roads require a Czech e-vignette?
What vehicles need a Czech e-vignette?