
Sean King
- Data Analyst
- New York City, NY
- Member Since Apr 10, 2023
Sean
· 5+ years of experience as a Statistician across various industries
· Technical skills: R programming, Python, Power BI, Minitab, MySQL, SAS, Excel and SPSS
· Statistical skills: Random forest, principal component analysis, neural networks, regularization techniques, cluster analysis, predictive modeling and logistic regression
· Outstanding problem solving ability; able to implement creativity and come up with innovative solutions
· Superior communication skills; able to clearly present ideas, methods and results
Data Analyst March 2016-present
· Feature engineering, data cleaning and data manipulation done in R programming
· Random forest applied to investigation data to find important features for model building
· Neural networks applied to marketing data to predict whether a customer would churn
· Regularization techniques applied to large data for feature selection and to fight multicollinearity
· MySQL used to generate reports for marketing manager
· Applied logistic regression to investigation data to predict the likelihood of an adverse event
· Applied survival analysis on customer acquisition data using SAS and R programming
· Data mining done in R programming; to identify important features for model building
· Ad-hoc reporting done in R and SAS programming and presented insights to operations manager
Luitpold Pharmaceuticals, Inc. Shirley, NY
Statistician February 2014-January 2016
· Produced statistical reports for director of quality control; using R programming
· Consulted with engineering department regarding quality control process and provided solutions
· Conducted operations research; produced trend analysis reports for the Food and Drug Administration
· Data imputation, data manipulation and data cleaning done in R programming
Data Scientist June2013-December2013
· Performed descriptive statistics and presented findings to the marketing manager
· Data engineering, data imputation and data manipulation performed in R programming and SAS
Data Scientist March 2012 – May 2013
· Data manipulation, data imputation and data cleaning done in Rprogramming
· Random forest used for data mining
· MySQL used to generate reports for clinical director
· Descriptive and inferential statistics done in R programming
· Weekly meetings with clinical social workers regarding progress with clients
· Monthly meeting with the director of education regarding overall progress of children
Data Scientist/Case Manager January 2011 – August 2011
· Data manipulation, data cleaning and data transformation done in Rprogramming
· Organized monthly meetings with guidance counselors to discuss the overall progress of students; provided recommendations based on results of research on how to improve programs and retain students
· Monthly meetings with stakeholders regarding high school seniors
Junior Psychometrician, Research Development Department June 2010-August 2010
· Performed statistical modeling and analysis for five years of data on certification exams; utilized Classical Test Theory and Item Response Theory to analyze the degree of difficulty of each exam
· Produced item analysis reports through the analyzing of large test scale data as well as NCLEX, Pre- NCLEX, and PAX data; collaborated for senior psychometrician regarding findings
· Prepared a presentation on item analysis and the advantage of using Psychometrics versus Classical Test Theory to present to Nursing Administration, Senior Management, and the Director of Test Development
Statistician, Intern/ Research Development and Analysis Department September 2009-June 2010
· Carried out projects pertaining to research on AP, PSAT, SAT exams; analyzed the differences between gender and ethnic groups for each high school nationwide
· R programming used to clean data
· Fulfilled projects pertaining to the commission report for the Department of Education for the state of New York
· Marketed springboard successfully for the College Board to High Schools in the Nation.
Fordham University New York, NY
Master of Arts, Statistics 2009
Bachelor of Arts, Psychology 2006