Past Performance != Good Predictor Ever heard of the Amazon recruitment AI system that had to be shut down because... it was too biased [^1] ?! Yes, this actually happened! Making good hiring decisions is hard. Everyone recognizes that. Even so, few attempt to do anything about it. Fewer at the scale of Amazon. They …

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So, I'm here. Why am I here, I hear you ask? Well, I've been thinking about professional returners for a while. And not without reason. We've recently had our second child join us. Like most other parents, we've been talking about balancing work and life. Like most parents, we've been struggling to figure out how to …

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