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Data Scientist-Cons II

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Chicago, IL

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**MEMBERS ONLY**SIGN UP NOW***. is a technology company founded by The Allstate Corporation focused on making transportation safer, smarter and more useful for everyone. We collect and analyze massive amounts of data to help our partners better predict risk and understand how people move. The **MEMBERS ONLY**SIGN UP NOW***. Platform is built on billions of miles of historical driving data with more than one million active telematics connections and 10 years of data directly from cars.nnJob DescriptionnTitle: u00a0 u00a0 Telematics Data Scientist X3 (MULTIPLE OPENINGS) u00a0nDuties: u00a0Build predictive models and develop new machine learning techniques. Develop statistical modeling and/or machine learning techniques on telematics data that would handle a wide range of problems ranging from (but not limited to) probabilistic inference on phone trajectories, data fusion between noisy sensors, and classification of driving behavior. Work on data analysis and predictive modeling of sensor data collected from vehicles and mobile phones (E.g. GPS, accelerometer, gyroscope, etc.). Identify KPIu2019s generated from telematics sensor data. Manage data and data requests to improve the accuracy of our data and decisions made from data analysis. Collaborate with the team to improve the effectiveness of business decisions through the use of data and machine learning/predictive modeling. Communicate findings to team and leadership to ensure models are well understood and incorporated into business processes, and work with leadership to understand priorities and product needs and translates those into data and modeling products. Work on end to end life cycle from problem definition, data acquisition, exploratory data analysis, model building, deploying, supporting, monitoring to revising models in a production setting. Lead and participate in peer reviews, code reviews and other department activities.nu00a0nJob QualificationsnEducation u0026 Experience Requirements:nPhD (or foreign educational equivalent) in Statistics, Mathematics, Computer Science, Economics, or related field and one (1) year of experience using statistical modeling and/or machine learning techniques to process or build models on telematics or sensor data to drive a companyu2019s business results.nor, alternatively, a Masteru2019s degree in one of the enumerated fields and four (4) years of experience as stated above.nor, alternatively, a Bacheloru2019s degree in one of the enumerated fields and six (6) years of experience as stated above.nSpecial Skills:nu2022 u00a0 u00a0 u00a0 u00a0 u00a0 Demonstrated expertise with hands on software engineering, specifically statistical modelling or machine learning or artificial intelligence experience.nu2022 u00a0 u00a0 u00a0 u00a0 u00a0 Demonstrated expertise coding and developing prototypes in Matlab, R, Python, C , and SQL.nu2022 u00a0 u00a0 u00a0 u00a0 u00a0 Demonstrated expertise managing and manipulating large labeled and unlabeled complex datasets having u00a0billions of data points and coming from varied sources, using technologies such as PySpark, Hadoop, Hive, and SQL.nu2022 u00a0 u00a0 u00a0 u00a0 u00a0 Demonstrated expertise in sensor data processing techniques (e.g. Savitzky u2013 Golay filters, Kalman filters, and dimensionality reduction techniques).nu2022 u00a0 u00a0 u00a0 u00a0 u00a0 Demonstrated expertise in providing insights, building models from telematics and geo-spatial data (e.g. accelerometer data, gyroscope data, Gravitometer data, GPS data, and geo-spatial shape files).nu2022 u00a0 u00a0 u00a0 u00a0 u00a0 Demonstrated expertise working through end to end life cycle from problem definition, data acquisition, exploratory data analysis, model building, deploying, supporting, and u00a0 u00a0monitoring to revising models in a production setting.nu00a0nnnnn/*--u003E*/nn/*--u003E*/nHeads up: when you click u201capply nowu201d youu2019ll be directed to the Allstate careers site. Youu2019re still looking at an **MEMBERS ONLY**SIGN UP NOW***. job, but because we were founded by Allstate, we share the same application system.,

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