If you weld it you will have to heat treat it maintain the design strength, and heat treating aluminum is a pretty controlled, scientific process.
I do not remember the exact yield stress numbers associated with the different material grades and specific heat numbers, but as a point in case, I knew a guy that built a recumbent out of 6061 T6 tube, welded the joints but did not reheat treat (making it T0). The joints broke when riding over a bump. T0 on 6061 is 20-25% the strength of T6.
7075 has the same approximate heat treatment relationship. This might be useful:
http://archive.metalformingmagazine.com ... 6/Alum.pdf
7000 series and 2000 series Al are typically not weldable.