Data-driven methodologies, particularly those employing machine learning algorithms, can play a crucial role in mitigating biases in hiring and promotions within the tech industry. By training these algorithms on diverse datasets and continuously monitoring their outcomes for bias, companies can ensure fairer employment practices, moving closer to gender parity.
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