AI 自动化数据查询与看板,分析师核心转向业务判断
AI 让数据查询自动化,但分析师的价值转向定义问题和驱动决策,而非执行查询。
AI 正在接管 SQL 查询、仪表盘制作和临时分析。但数据分析的未来不是分析师变少,而是分析师从写查询转向靠判断力引领业务——提出正确的问题,比写出漂亮的代码更有价值。
正文摘录
AI is automating SQL, dashboards, and ad-hoc analysis. The future of data analytics isn't fewer analysts — it's analysts who lead with judgment, not queries. by Emma Stowell , Angus Morshead and Ogo Odili The Data Analyst role has been declared dead more times than we can count. AI will write queries, build dashboards, and generate insights. So why bother hiring analysts at all? Because that argument confuses the task with the job. What’s actually being automated is the work that consumed analysts’ time but never delivered business value: wrangling data, rebuilding dashboards for every new stakeholder, writing ad hoc SQL for one-off requests. The analyst who only does those things is being automated. The analyst who frames business problems and drives decisions is becoming more and more va…