My name is Debra Ray. I have an M.S. degree in applied economics from the University of Maryland, where I learned a variety of statistical methods used in causal inference and prediction. I received my B.A. in political science with an international relations emphasis and a minor in economics from the University of Arizona.

I’m currently available for data analyst / statistical programming roles. Not only do I have a solid understanding of statistics, but I can create reusable programs in Python using object-oriented programming and improve processing speeds with multithreading.


If your company is interested in moving away from Excel, I can help by:

1. Migrating your data to SQL databases.

2. Creating SQL and Python code to replace Excel formulas and pivot tables.

3. Connecting SQL and Python scripts to Tableau or another business intelligence tool of your choice. 

4. Integrating Python models in PostgreSQL or MS SQL Server. 

5. Centralizing code.

6. Handling stakeholder impact issues. 

7. Employee training.


If you’d like to learn more about me, browse through the site. If you see something you like, or you want to discuss what I can do for you, feel free to drop me a line.

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Disappointment made me fearless and success gave me a reason to hope.

Debra Ray, Statistical Programmer / Data Analyst

Two Pens on Notebook

My Bio

Who I Am

From a young age, I’ve always had a sense of motivation and passion driving me forward. Whether it’s exploring unique opportunities, learning additional skills, or meeting new people, I bring these values to every experience throughout my life on a personal and professional level. To learn more about me, keep exploring my site or reach out directly.

Get in Touch

My Skillset

Competence & Aptitude

Programming Console
Analysing data
Business Team

Computer Programming

Python, SQL, Stata, VBA, R, Git, Powershell, HTML, CSS, JavaScript, Heroku, Windows Task Scheduler, Big O Space and Time Complexity


OLS, Panel OLS, Logistic Regression, Time Series, Bayesian Probability, Regression Discontinuity, Differences-in-Differences, IV Regression, Propensity Score Matching, Synthetic Regression Design


Sampling, Surveys, Focus Groups, In-Depth Interviews, Journaling Studies, Reporting, Participant Recruitment, Presenting, Exploratory Data Analysis


What I’ve Done

February 2021 - Present

Research Consultant, Edgemont Group

Engaging in freelance ad-hoc data analysis and research projects. I am still open to permanent data analyst opportunities that will fully leverage my strengths which are in SQL, statistics, and Python programming.

June 2019 - February 2021

This is a great part-time, freelance position that gave me the time to finish my M.S. degree in applied economics and volunteer as a Python instructor in Ecuador. Nevertheless, I would like to transition back into a research or data analysis role.

Stock Market Reporter, Motley Fool

November 2019 - March 2020

Volunteer Python Instructor, Código Ecuador

Código Ecuador is a nonprofit organization working to promote technology skills and computer programming careers for high school students in Ecuador, with a focus on female empowerment. 

May 2018 - February 2019

Senior Research Associate, Hanover Research

Hanover Research provides high quality, custom research, and analytics through a cost-effective model that helps clients in the corporate, education, and healthcare sectors make informed decisions, identify and seize opportunities, and heighten their effectiveness.

December 2016 - February 2017

Economic Data Intern, Market News International

Market News is a financial news organization focused on international capital markets.

February 2016 - December 2016

Research Associate, The CoStar Group

The CoStar Group is a commercial real estate research company that provides market insights to real estate professionals and boasts 9 out of the 10 top real estate companies in the United States as clients.


Educated in economics, statistics, math, and world affairs.

August 2016 - November 2019

M.S. Applied Economics, University of Maryland

A carefully designed program offering rigorous training in quantitative analysis, economic modeling, and econometrics. TFE Times nationally ranks the University of Maryland's master's program in applied economics as the #2 top economics master's program.

January 2010 - December 2014

B.A. Political Science, University of Arizona

The School of Government and Public Policy is one of the largest schools at the University of Arizona and is uniquely situated to serve as a model for public affairs education. The SGPP engages in high-caliber research, teaching, community outreach, and civic leadership.

Hiking in Sunset

"Do not go where the path may lead. Instead, go where there is no path and leave a trail"

Ralph Waldo Emerson


Debra Ray

Statistical Programmer / Data Analyst

Email: debraray89@icloud.com

Phone: 571-216-5441

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