10+ years of experience in the digital space and 5+ years in data & analytics.
- 5+ years of managing digital analytics
- 10+ years of managing or consulting on website content, architecture, UX
- 10+ years as a pro bono consultant for emerging arts organizations through the Arts & Business Council of Chicago
- Over halfway through a Masters of Science in Data Science
Software/Programs/Platforms
- Adobe Analytics / SiteCatalyst / Omniture
- Adobe Experience Manager
- Google Analytics
- WordPress (.org and .com)
- Microsoft PowerBI, Excel, PowerPoint
- Tableau
- Jupyter Notebooks
Code
- SQL
- Python
- R
- Hadoop
- SAS
- HTML
Machine Learning
- K-Nearest Neighbors, K-Means Clustering
- Decision Trees, Random Forest
- Naive Bayes
- Linear Regression, Logistic Regression
- Recommender Systems
- Term Frequency – Inverse Document Frequency (TF-IDF)