Contributors & Work Cited

Joe Granick

Lead Research Analyst – Data Intelligence 

Joe is the lead data intelligence research analyst at  Stratascale. He helps clients optimize decision making by leveraging statistics, mathematics, and machine learning through his background in data analytics, economics, and financial planning and analysis. Follow Joe on LinkedIn

Devin Datt

Lead Research Analyst – Data Intelligence, PMP, MMAI

Devin has over 15 years of professional IT solution delivery data center experience with leading fortune 100 companies and has extensive knowledge in using data engineering and AI/ML to help organizations discover business insights. Follow Devin on LinkedIn

Derek Shank

Head of Research

Derek is head of research at Stratascale’s Innovation Labs. Throughout his career—from academia to personal finance to IT research—he has focused on uncovering insights and helping people put those insights to good use.  Follow Derek on LinkedIn

Works Cited

Boulton, C. (2018, Nov). "The Age oOf tThe Citizen Data Scientist hHas Arrived." Retrieved from: www.cio.com/article/222569/the-age-of-the-citizen-data-scientist-has-arrived.html

Boulton, C. (2020, Feb). "5 Data Analytics Success Stories". Retrieved from CIO: www.cio.com/article/230618/6-data-analytics-success-stories-an-inside-look.html

Foote, K. D. (2021, 09 20). "A Brief History of Analytics." Retrieved from:
www.dataversity.net/brief-history-analytics/#.

Gartner. (2016, Dec). "Gartner. Citizen Data Science Augments Data Discovery and Simplifies Data Science."

Gartner. (n.d.). Figure 1. Citizen Data Science Compared With Self-Service Analytics and Data Science. Citizen Data Science Augments Data Discovery and Simplifies Data Science. Gartner.

Kalmane, A. (2022, 02). "Guilds in Tech." Retrieved from:
medium.com/justeattakeaway-tech/guilds-in-tech-what-are-those-733660e86dcf.

Krensky, P. (2020, July). "Best Practices to Avoid Citizen Data Science Failure." Retrieved from Gartner: www.gartner.com/document/code/720287?ref=authbody&refval=4000222

Scalefresh. (2020, Nov). "5 Awesome Tools for Citizen Data Scientists." Retrieved from Scalefresh: scalefresh.com/5-awesome-tools-for-citizen-data-scientists/

Tapadinhas, J. (2016, December). "Citizen Data Science Augments Data Discovery and Simplifies Data Science." Retrieved from: www.gartner.com/document/3534848

VentureBeat. (n.d.). "The Citizen Data Scientist’s Time Has Arrived." Retrieved from: stories.venturebeat.com/citizen-data-scientists-time-has-arrived/