Open Arsenal

Discover the True Cost of Your Career Path.

OpenCareerForecast is an AGPL 3.0+ open-source career intelligence platform designed to help people make informed decisions about education, training, and career opportunities. Rather than focusing solely on tuition costs or salary projections, OpenCareerForecast evaluates the complete financial impact of a career path by combining education expenses, student debt, wages, cost-of-living data, employment trends, and long-term financial outcomes. Its goal is to provide transparent, data-driven insights that help users determine whether a particular educational investment is likely to improve their financial future.

The platform supports comparisons across colleges, universities, community colleges, trade schools, certifications, apprenticeships, military careers, and entrepreneurial pathways. Users can compare the total cost of attendance, expected earnings, debt repayment timelines, and regional living expenses to better understand the real-world affordability of a chosen profession. OpenCareerForecast can also rank educational programs and career options based on return on investment, helping users identify pathways that offer stronger financial outcomes while avoiding those that may result in excessive debt or limited earning potential.

One of OpenCareerForecast’s most powerful features is its future forecasting system. The platform analyzes historical wage data, labor market demand, industry growth trends, automation risk, graduate saturation, population migration, and economic indicators to estimate the probability of future income growth or decline for a given profession. This allows users to look beyond current salaries and evaluate how a career may perform over the next decade. The forecasting engine can generate future ROI scores, career outlook reports, and long-term income projections that help users assess both present-day and future financial viability.

Built with a modular architecture, OpenCareerForecast is designed to grow over time through independent modules and community contributions. Dedicated modules handle education analysis, career data, cost-of-living calculations, ROI evaluations, student loan simulations, trade careers, military careers, entrepreneurship, family planning, retirement projections, and future workforce forecasting. Its open-source AGPL 3.0+ license encourages transparency, community participation, self-hosting, and independent verification of all calculations and methodologies. By combining open data with predictive analysis, OpenCareerForecast aims to become a comprehensive resource for students, families, educators, workforce agencies, researchers, and policymakers seeking a clearer understanding of career and educational outcomes.