Data Scientist sought by Accel Entertainment Gaming, LLC in Burr Ridge, IL. Shall analyze video gaming terminal (VGT) performance data using statistical testing such as T-Testing, ANOVA & survival modeling to conduct cost-benefit analysis & to optimize VGT performance. Shall lead the dsgn, dvlpmt, testing & validation of multiple modeling dsgn concepts to forecast future revenue. Shall apply alternative machine learning methods such as logistic modeling, ensemble modeling & quantitative methods to build models & conduct analyses. Shall communicate data-based insights to stakeholders & implmt improvements as needed to operational systems. Shall identify relevant data sources & sets to mine for business needs & collect large structured & unstructured datasets & variables. Shall optimize collection routes & define service regions utilizing travelling salesman algorithm & a clustering algorithm. Shall devise & utilize algorithms & models to mine big data stores, perform data & error analysis to improve models, & clean & validate data for uniformity & accuracy. 2 yrs of exp in the position or rltd. Bach deg in Statistics, Applied Math, or Comp Sci. Resumes to Kate McMahon, 140 Tower Dr, Burr Ridge, IL 60527
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