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The Crime Analyst position at the City of Aurora involves identifying crime patterns and trends, collecting and evaluating case information, and conducting research to assist police in apprehending offenders and preventing criminal activity. The role supports a specialized unit and requires strong analytical skills to interpret crime data and make informed recommendations.