Nvcc missing when installing cudatoolkit?

I have installed cuda along pytorch with
conda install pytorch torchvision cudatoolkit=10.0 -c pytorch

However, it seems like nvcc was not installed along with it. If I want to use for example nvcc -V, I get the error that nvcc was not found, and that I should install it with sudo apt install nvidia-cuda-toolkit. Can I do this (I dont want to just try and then find out that it is not working/messes up the whole cuda setup).
And is this a bug or expected behaviour?

I am using Ubuntu 18.04 and have cuda 10.2

I think nvcc is available with cudatoolkit-dev package.
Please check with conda install -c conda-forge cudatoolkit-dev

I just tried it, unfortunately it didnt work though. I will just uninstall cudatoolkit and install cuda in a proper way.