LinkedIn leverages its own platform data to identify gaps in hiring and compensation within its data science workforce. Their case study highlights the use of analytics to track diversity metrics and adjust recruitment strategies accordingly. LinkedIn also applies standardized compensation frameworks, with salary bands and bonuses designed to reward performance equally, regardless of background.
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