How To Remove Company Name From Shipping and Billing Address

The company field is controlled by WooCommerce and can be modified through the Customizer. 

Go to Customize > WooCommerce > Checkout:

You can choose between these three states:

  1. Hidden
  2. Optional
  3. Required

Click Publish once you have configured it the way you prefer.