数据+人工智能素养报告2025

2025LITERACYTHESTATEOFData + AIREPORTThe State of Data & AI Literacy 2025ContentsIntroductionData & AI Literacy in 2025 — A Generational Transformation The Data & AI Skills Gap Revisited Data and AI Skills: The Engines of Better Performance The Data & AI Skills EcosystemThe State of AI Adoption in the Enterprise The Who, What, and How of AI Adoption The Gains and Challenges of Early AdoptersThe Data and AI Skills Agenda The State of Data & AI Upskilling The Challenges Leaders Are Facing in Filling the Data and AI Skills Gap The ROI of Data and AI Upskilling 5 Lessons to Effectively Upskill & Reskill Your Teams in the Age of AI 1: Align Learning ROI with Business Objectives 2: Focus on Change Management 3: Make Learning Interactive and Useful 4: Make Sure Data & AI Literacy Go Hand-in-Hand 5: Personalize Learning at ScaleThe 2025 Data and AI Competency FrameworkWhat the Future Holds for Data and AI Literacy Conclusion and Methodology Panel of Experts12371621222731323640 46475053565861626364In this era of change, one factor remains constant: skills.Now in its third edition, The State of Data & AI Literacy Report continues to track the skills agenda amidst an ever-shifting landscape, shedding light on how organizations are adapting to the AI era. This year, we asked 500+ leaders in the US and the UK and explored key questions shaping the future of data and AI literacyV How has the data and AI skills agenda evolved over the past 12 months How are organizations adopting AI How are organizations adapting to the data & AI skills gap What best practices can help organizations future-proof their workforce?To add to their perspectives, we have collected insights from industry thought leaders and DataCamp for Business customers on many of the themes and trends covered in this report and those for the decades to come.Join us as we navigate the road ahead.We stand at the cusp of a new industrial revolution—driven by the power of data and AI.Just as electrification reshaped industries long after the discovery of electricity, the full potential of AI will take time to unfold. We are in a multi-year transformation in which awe-inspiring research will continue to outpace real-world adoption. IntroductionThe State of Data & AI Literacy 20251The State of Data & AI Literacy 2025Data and AI Literacy in 2025A Generational TransformationSECTION 1In this first section, we revisit the data and AI literacy skill gap, uncover how AI literacy is outgrowing data literacy, and unpack the most important data and AI skills leaders need from their teams. 369%of leaders believe AI literacy is important for their teams’ daily tasks, up 7% from last year.86%of leaders believe data literacy is important for their teams’ daily tasks, Stable since last year.Over the past three years of running this report, we have established just how important data and AI literacy skills have become for leaders. This year’s insights