I see conda a lot more for new python coders in the machine learning space, having a GUI helps newer programmers. Check out Anaconda/Miniconda. Code is as simple as

  conda create -n myenv python==3.8
  conda activate myenv

Do all your things

  conda env export > myenv.yml

On your coworkers machine

  conda env create -f myenv.yml