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Showing posts with label Prescriptive Analytics. Show all posts
Showing posts with label Prescriptive Analytics. Show all posts

Senior Data Scientist - Cook County Assessor

Who: The Assessor's Office is responsible for setting fair and accurate values for 1.8 million parcels of Cook County property. The value of these properties is not determined on an individual basis, but rather by a mass appraisal system. The mass appraisal system is a way to put fairness into the entire assessment process. In addition to working with other government agencies to stimulate economic development, job creation and the construction of affordable housing, we also seek to help county residents better understand the assessment process and take advantage of money-saving exemptions the office provides.

What: Reporting directly to the Deputy Assessor - Chief Data Officer (CDO), the Senior Data Scientist is responsible for advanced mathematical and statistical concepts and theories to analyze and collect data and construct solutions to problems in assessment methodologies for residential real estate. Performs complex statistical analysis on assessment data of residential real estate to validate and quantify trends or patterns identified by junior data scientists and modelers. The Senior Data Scientist constructs predictive models, algorithms and probability engines to support data analysis; verifies model and algorithm effectiveness based on real-world results. Designs experiments and methodologies to generate and collect data for use in the valuation and assessment processes. The Senior Data Scientist participates in the policy-making process by producing data-informed policy recommendations and prescriptive analytics. The Senior Data Scientist supervises and manages the workflow of direct reports, identifies and resolves issues or bugs with processes and scripts, identifies opportunities to improve processes and scripts, identifies potential new sources of low-cost data, and otherwise supports the CDO, as needed.
Essential duties include: