How to change position of columns in attribute table?

There is now a build in solution, called Refactor fields, you can find it in the Processing Toolbox under Vector table tools.

The as solution marked table editor plugin is no longer a working solution as it's being deprecated.

The Plugin 'Table Manager' does what you want.