Fusion welding of age-hardenable high strength aluminum (Al) alloys can be challenging due to the propensity of these alloys to develop solidification-related issues such as porosity and microcracking. A solid-state welding technique, such as friction stir welding (FSW), offers an excellent alternative to fusion welding by minimizing solidification-related defects in high strength Al alloys. While high quality welds of high strength Al alloys are possible with FSW, the process is highly dependent on the welding parameters. The present study attempts to correlate welding parameters to weld quality using a systematic approach spanning microscopic to macroscopic length scales. Mechanical and corrosion testing shows the influence of the traverse speed on the different weld zones. Higher traverse speed shows higher yield strength (∼287 MPa) and better re-passivation corrosion resistance (∼ −0.958V) as compared to slower traverse speed weld yield strength of ∼264 MPa and re-passivation corrosion resistance of ∼ −0.97V. The dissolution, reprecipitation, growth, and coarsening of precipitates in the weld zones have been validated via detailed differential scanning calorimetry (DSC) and microstructural evaluation using transmission electron microscopy (TEM), revealing the effect of welding parameters. In addition, the mechanical and corrosion properties of the weld improved with post-weld heat treatment, further substantiated with microscopy detailing the changes in precipitate morphology in the weld zones. Finally, some guidelines are provided to assist in selecting parameters for FSW of age hardenable high strength Al alloys to control the width of the HAZ.