This TalentCloud requires expertise in using mathematical and statistical models to analyze data and recommend useful solutions. The TalentCloud members are expected to have a formal graduate degree in statistics or mathematics and should be familiar with commonly used tools such as R, SAS, and Stata.
Required Skills
- Proficient in R, Python, Julia, or other open-source languages with strong numerical computing ecosystems
- Proficient in SAS, Stata, MATLAB/ Mathematica
- Expert in hierarchical modeling, time-series/state-space methods, and/or distribution fitting
- Expert in econometric models such as panel data analysis, survival analysis, and vector autoregression
- Expert in geospatial models
- Extensive experience with applying statistical methods to solve complex real-world problems
- Expert in pre-processing data including dealing with anomalies and outliers, dealing with missing values, flooring/capping, and data transformations
- Excellent communication and storytelling skills
Preferred Skills
- Experience with SQL and NoSQL databases
- Experience with Python
- 5+ years of experience as a statistician or mathematician
