The house I grew up in, in Pennsylvania, was similarly in a high-radon area. When we sold the house after Mom died, radon testing was required and it did indeed turn up high levels. I think we gave the buyer money back at closing so they could deal with it however they like.
We all spent a LOT of time in that basement growing up, and Mom had a home office there after we all moved out. She did in fact die of lung cancer - she smoked for 55 years, though I imagine the radon didn’t help. I haven’t lived there in nearly 30 years and I’m still alive ;).
For the OP: if you’ve got a full walk-out basement, venting might be easier (I’m guessing, anyway) since you wouldn’t necessarily have to run a pipe all the way through the house or up the outside of it to the roof. I might be wrong about that.
I had never thought of the sump pump issue, actually. I think our current house was tested before we moved in (we tested our old place a while before we sold; it’s not required per the contracts in our state).