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Unconscious Bias in Job Descriptions. Practical Steps to Overcoming Unconscious Bias in Job Ads. Unconscious bias is the assumptions automatically linked to our judgements, social background, personal values, etc. Many job descriptions often contain an inadvertent gender bias because of the style and language that they are written in. This has.