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Song Lin has a diverse work experience, starting as a Researcher at the Institute of Microbiology, CAS from 1991 to 1995. In 2000, they worked as a Statistician at ALG, A TrueCar Company until 2002. Song then joined J.D. Power and Associates as a Statistician & Sr. Statistician from 2002 to 2005. From 2005 to 2014, they worked at Nielsen Claritas as a Sr. Statistician. Song then transitioned to The Nielsen Company as an Analytics Director from 2011 to 2012. From 2014 to 2016, they held the position of Global Product Development Director at Nielsen, followed by the role of Director, Innovation Scientist from 2015 to 2016. Finally, they joined Claritas in 2017 as the Director of Data Science.

Song Lin holds a Bachelor's degree in Biochemical Engineering from Beijing Technology and Business University. They also have a Master's degree in Food Science from The University of Georgia. Additionally, Song Lin has a Master's degree in Applied Statistics and Probability from UC Santa Barbara. The start and end years for each degree were not provided.