While data scientists focus heavily on modeling and insights, analytics engineers need a deep understanding of data infrastructure, pipelines, and tooling. Women moving into such roles may face a steep learning curve in mastering engineering concepts, which can be compounded by limited access to targeted technical training or mentorship.
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