Justice Through Code – Tech Career Pathways for the Formerly Incarcerated

In the United States, roughly 5 million people are formerly incarcerated, about 27% of them unemployed — nearly five times the general population's rate — with a median income of under $11,000 three years after release, and 77% of released individuals are rearrested within five years (Columbia Center for Justice; TechCrunch, 2021).

Justice Through Code (JTC), launched in spring 2020 by Columbia University's Center for Justice together with the Tamer Center for Social Enterprise at Columbia Business School, is a free, competitive, semester-long program teaching Python and computer-science fundamentals to formerly incarcerated adults, alongside career coaching, public-speaking practice, negotiation skills and resume writing. Amazon Web Services supplies laptops to participants who need them, Google, Slack and Coursera staff contribute as guest instructors, and the nonprofit Emergent Works helps place graduates in internships.

The first cohort in 2020 enrolled just over 30 students; of those seeking jobs or internships afterward, more than 80% were placed in relevant roles within six months (TechCrunch, ABC7 New York). By its third cohort the program aimed to enroll up to 60 students, and by 2024 it had expanded into three parallel tracks — Foundation, Tech Pathways and Flagship — to serve participants at different stages of readiness.

The evidence base has real limits: the widely cited 80% placement figure comes from a single, roughly 30-person first cohort with no control group and no independently published follow-up on later cohorts' outcomes or retention. At a few dozen participants per cohort, JTC's scale remains a small fraction of the roughly 5-million-person population it aims to serve nationally.

Read the full analysis: https://centerforjustice.columbia.edu/justicethroughcode