Friday, April 12, 2024
HomeFellowshipsData Science for Social Good

Data Science for Social Good

Application Deadline:  January 28, 2022

The Data Science for Social Good Fellowship is a full-time summer program to train aspiring data scientists to work on machine learning, data science, and AI projects with social impact in a fair and equitable manner. Working closely with governments and nonprofits, fellows take on real-world problems in education, health, criminal justice, sustainability, public safety, workforce development, human services, transportation, economic development, international development, and more.

For three months they learn, hone, and apply their data science, analytical, and coding skills, collaborate in a fast-paced atmosphere and learn from full-time mentors coming from industry and academia.


  • Experience with Python Data Science Toolkit (Pandas, NumPy, Matplotlib, Scikit-Learn, etc.)
  • Experience with machine learning, Spark, MapReduce, distributed computing, and AWS or other cloud environments
  • At least 5 years of professional experience working in industry, government, non-profit developing real-world data science systems 
  • Experience with GitHub
  • Experience working on social impact projects
  • Has a passion for teaching and (ideally) experience being a teacher, instructor, tutor or mentor (is a plus)

Application Procedure

The 2022 program will bring 24 aspiring data scientists from across the world to Carnegie Mellon University. They are current (or recent) graduate and undergraduate students from quantitative and computational fields – from computer science and machine learning, to statistics, math, physical sciences and engineering, to social sciences, public health and public policy.

From June until ends of August, they will work in teams of 3-4 on data science projects in partnership with nonprofits and government agencies, to tackle data-intensive high impact problems in education, public health, public safety, transportation, criminal justice, environmental issues, city operations, and social services, learning from full-time experienced mentors and project managers.

Official Website: Data Science for Social Good



Please enter your comment!
Please enter your name here

Most Popular