physicists tend to use the metric system for defining constants.
Becaue metric units are SI units which are the convention for Science. Specifically because they have a basis in science
1 kg is the mass of 1l water at 293K
1J is the energy required to heat 1kg water by 1K
1/9192631770s is the spin differential of orbital electrons
etc.