现在的 AI 确实已经接管了过去大批 Junior Analyst 或 Entry-level Data Engineer 每天在用的基础活：写基础 Query、清洗脏数据、跑初步的 A/B Test，甚至生成一整套像模像样的分析报告。 但残酷的真相是：AI 接管了初级工具，不等于北美大厂就不需要初级 Data 人才了。 TechTarget 在最近的一篇深度文章里直击核心：企业真正要做的，不是把 ...

AI的下一个重要应用场景，可能就在我们每天生活的城市里。 从自动驾驶、智慧交通、智慧物流，到数字孪生、智慧医疗、智慧能源与低空经济，人工智能与数据技术正在不断改变城市的运行方式。 当城市变得越来越智能，未来需要的，也不仅仅是“会用AI”的人。

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