Belief: if an automated hiring tool rejects someone, the vendor owns the risk. In California, employers own the hiring workflow. Tools can filter, score, and rank, but the legal exposure attaches to the decision process and the proof behind it….
Belief: skills-based hiring is automatically fair because it’s “objective” and degree-free. Skills-based hiring can widen opportunity, but it can also create a new proof problem: you replace a blunt credential screen with a set of skill labels that are applied…
California’s pay transparency requirements have shifted from aspirational policy to enforceable litigation risk. The California Fair Pay Act under Labor Code § 432.3 now requires employers to include pay scales in job postings and provide pay scale information to current…
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