network.service - after executing "telinit" network interfaces doesn't start

When I start RHEL 7 everything is fine, my network functions, I can ping other PC's etc:

[root@localhost]# service network status
Configured devices:
lo eno1 enp2s0f0Team enp2s0f1Team team0 team0.300 team0.398 team0.399
Currently active devices:
lo eno1 enp2s0f0 enp2s0f1 team0 team0.300@team0 team0.398@team0 team0.399@team0

But if I execute telinit 3 to switch to command-line interface, network disappear:

[root@localhost]# service network status
Configured devices:
lo eno1 enp2s0f0Team enp2s0f1Team team0 team0.300 team0.398 team0.399
Currently active devices:
lo eno1

I lost LACP+VLAN card, only one card is left - eno1. ifconfig missing these interfaces too as they just doesn't exist. I guess this is network.service issue (more likely) or may be teaming issue.

Workaround: after telinit 3 I have to execute service network stop and service network start to make network working.

I faced this problem when I've disabled NetworkManager in favor of network.service.

How can I fix my problem? network.service is not configured well?