Comment by gchamonlive

Just to be clear, this isn't default systemd timer behaviour, you need to opt in by setting Persistent=true. If you have hundreds of jobs like this you need a proper queue and neither cronie nor systemd is the right tool because at that scale you'd surely need better observability