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Qualifications (Not Required) Python proficiency (e.g., pandas/polars; data cleaning; visualization). Experience with databases (SQL), APIs, Git/GitHub, or cloud platforms. Interest in responsible/ethical AI
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experience with QGIS or ArcGIS, specifically importing and visualizing spatial datasets. Basic coding experience. The student should be prepared to learn to clean data and configure datasets for import. How
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