UMD-LinkUp AI Maps

UMD-LinkUp AI Maps is the world’s first attempt to map the creation of AI jobs. To date, the handful of research papers in academia and industry have used keywords to identify which jobs require AI skills and which do not. Our analysis indicates that this is an extremely flawed approach, with up to 70% false positives. In contrast, we use a fine-tuned large language model (LLM), powered by cutting-edge AI technologies, to differentiate jobs requiring AI skills from others. In short, we use AI to do research on AI. Maryland Smith The Robert H. Smith School of Business is a global leader in management education and research. One of 12 colleges and schools at the University of Maryland at College Park, the school offers undergraduate, MS, MBA, PhD, and executive education programs. Several of the school's departments rank among the top 10 in the world for research in their respective fields. LinkUp LinkUp combines more than 20 years of experience in human capital management and employment data with proprietary technology that indexes millions of job listings daily directly from employer websites around the world. From this unique jobs dataset, LinkUp provides clients with actionable insights into the global labor market at the macroeconomic to individual company level or across themes, skills, products, and technologies. Outrigger Group Outrigger Group provides experienced advisors, consultants and fractional executives to fast-growing startups and established businesses. Our expert team helps companies accelerate growth through the most challenging phases of building a business, from inception through liquidity events.