If the teams are distributed do you get your choice of geographic location?
Another note that the federal pay scale is determined in part by your location. More details here https://www.opm.gov/policy-data-oversight/pay-leave/salaries...
What "grade" would candidates for "Software Developer" have? What determines the "step" ?
They are very open about all this during the process.