
The Death of the Software Developer is Greatly Exaggerated
AI isn’t replacing software developers. New labor market data reveals rising demand, growing AI roles, and what these trends mean for academic planning and workforce alignment.

AI isn’t replacing software developers. New labor market data reveals rising demand, growing AI roles, and what these trends mean for academic planning and workforce alignment.

IPEDS 2025 completions data reveals major growth trends, updated program mappings, and smarter search metrics to strengthen academic planning decisions.

Learn why program closures are not always the answer and how program economics can reveal smarter ways to improve institutional finances.

As entry-level hiring shifts, colleges need better workforce insights to align programs, advising, and student success with today’s evolving job market.

As entry-level hiring shifts, colleges need better workforce insights to align programs, advising, and student success with today’s evolving job market.

Evaluate academic programs with greater confidence by combining demand, economics, outcomes, and mission to support stronger portfolio decisions.

Evaluate academic programs with more than job postings. See how labor market, student demand, outcomes, and competition reveal stronger growth opportunities.

Does college still deliver value? New data challenges common myths about ROI, debt, and career outcomes while revealing what’s really driving the debate.

Explore how AI-powered career guidance can strengthen student outcomes, support workforce alignment, and deliver scalable, data-informed advising.
Launching a new program is a significant investment, but how do you know if it’s the right one?
Join us for a discussion with leadership at Lindenwood University on how to best evaluate new program opportunities, weigh financial and academic tradeoffs, and determine when to build on existing strengths versus launching something entirely new.
Stop navigating enrollment droughts and budget drains in the dark. Join Gray DI’s free Master Class Series and unleash data-informed insights to transform your academic portfolio.
Limited seats available!