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Required:Advanced Python and SQL against large, network-scale datasetsExperience using AI tools for analytics workExperience with data visualization tools including LookerTime series analysis and anomaly detection: KPI trends, seasonality, and degradation patternsPreferred: Experience with RF planning/troubleshooting tools, drive test data, and crowdsourced network dataCredible with RF planning and performance teams, and able to validate findings with themGeospatial analyticsTelecom/RAN exposure and familiarity with network KPIsExperience building clear, repeatable scorecards and dashboards in a standard BI tool, for both leaders and engineersExperience evaluating AI tool behavior, such as ticket-routing and root-cause classification accuracy, adoption, and failure modes
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