Oooh, no rise/fall time spec, this gon b gud!
Besides the 20kV range, 10kohms and 1us also implies capacitance much less than 100pF. Not many transistors can do that, while offering a 2A range (though I don't think this is necessarily a show stopper). Bigger annoyance: you need so many in series to handle the voltage.
Ironically, vacuum tubes look pretty good here, meeting the capacitance and voltage limits reasonably well. Actually the one problem is: I don't know of any, that are reasonably available, that can deliver a pulse that long. Radar modulator tubes are only good for about a hundred microseconds, at 2A. They also top out around 10kV, not 20 (and really, you'd need ~25kV to ensure linear operation).
Note that 20kV * 2A = 40kW, quite a big supply and amplifier no matter how you cut it. It could still be powered off 30V, but then the duty cycle must be quite low (say for 30A input, you need a worst case PRF below 0.25Hz), and you need quite a large capacitor, say 200uF at 20kV, to hold enough charge (40kJ) to complete a pulse.
Perhaps this is an X-Y problem. You have an underlying problem X, and have formulated a plan Y which you say you need help with; but you haven't realized that there may be easier solutions to X, perhaps trivial even, which we could perhaps discover if you told us about X instead of Y.
Tim