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Yes, you can still be liable even if you're not aware:

"Where a disparate impact is shown, the plaintiff can prevail without the necessity of showing intentional discrimination unless the defendant employer demonstrates that the practice or policy in question has a demonstrable relationship to the requirements of the job in question"

https://en.wikipedia.org/wiki/Disparate_impact




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