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Report Explores How AI Is Reshaping Foundational Workforce Skills

Key Takeaways

  • Burning Glass Institute and aiEDU released a framework examining AI’s impact on workforce skills and outlining which competencies should be deepened, transformed, sharpened, or applied differently in K–12 classrooms.
  • AI is redefining mastery and entry-level expectations: As routine tasks are automated, employers are placing greater value on judgment, problem-solving, collaboration with AI, and deeper conceptual understanding in skills such as writing, mathematical reasoning, and research.
  • The report urges changes to standards and curricula, redesigned assessments focused on critical thinking, educator professional development, equitable access to AI tools, and partnerships to create authentic learning experiences.

The Burning Glass Institute and the AI Education Project (aiEDU) have released a new analysis of how generative AI is transforming the skills students need to succeed in the workforce and beyond. "Which Skills Matter Now? A Data-Driven Framework for K–12 in the Age of AI" provides a framework for educators to better understand how skills are impacted by AI and identifies "which competencies should be deepened, transformed, sharpened, or applied differently in K–12 classrooms," the organizations explained in a news announcement.

"AI is not simply changing the tools people use at work. Rather, it is fundamentally redefining what mastery looks like," the announcement continued. "As routine and procedural tasks become increasingly automated, employers are placing greater value on judgment, problem-solving, and the ability to collaborate with AI. Entry-level work is evolving, with new graduates expected to arrive with skills that previously developed on the job."

The report emphasizes that the skills most impacted by AI "now demand deeper conceptual understanding, not less," because students need the baseline knowledge to be able to effectively direct and evaluate AI tools.

"As AI automates workplace tasks, many core subjects will be more critical to master than ever, even as the cognitive demands on students associated with mastering them are rising, not falling," commented Matt Sigelman, president of the Burning Glass Institute. "Skills like writing, mathematical reasoning, and research are becoming harder, not easier, because students must learn to direct, evaluate, and challenge AI output rather than simply execute procedures."

The report calls for policymakers, school systems, and employers to:

  • Reimagine how skills are prioritized in state standards, district curricula, and course syllabi;
  • Redesign assessment to measure critical thinking over execution;
  • Support educators with professional development resources;
  • Build structures and partnerships to prototype and scale innovation;
  • Ensure equity and access to AI tools; and
  • Partner with community organizations, employers, and higher education to create authentic learning experiences and opportunities for real-world practice.

"The question is no longer whether AI will change the workforce — it already is," said Alex Kotran, CEO of aiEDU, in a statement. "The real question is whether our education systems are preparing students for that reality. This research shows that students need deeper understanding, stronger critical thinking, and more opportunities to apply their learning in authentic contexts. AI readiness is now a national priority."

The full report is available on the Burning Glass site here.

About the Author

Rhea Kelly is editor in chief for Campus Technology, THE Journal, and Spaces4Learning. She can be reached at [email protected].

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