What TC should I expect as a Data Scientist with 8 YOE in a research role at Two Sigma? Are bonuses usually discretionary? Can they be negotiated ahead of time, even if only verbally?

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Depends on what level you are working at. It is definitely easier to get more base pay as this is guaranteed over bonus. Bonus is discretionary but maybe you could get something in writing in the offer? I haven't heard of that at Two Sigma but it can't hurt to ask if that is something that has been done before.

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They have different kinds of bonuses. For example, the performance bonus. This one depends on your position and manager.

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Can't speak to bonuses, but based on industry numbers right now, I'd aim for about $210k. They do have good benefits there.

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