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UCAR is excited to announce the job opening for the Computational and Information Systems Laboratory (CISL) Postdoctoral Fellow I: Large Language Models for Code Modernization role. The purpose of this position is to conduct research in 1) developing advanced Large Language Model (LLM) systems specifically optimized for software development tasks, with emphasis on code comprehension, generation, and transformation capabilities using state-of-the-art artificial intelligence techniques; 2) assessing the effectiveness and quantifying the reliability of LLM-assisted code modernization compared to traditional manual refactoring approaches; and 3) discovering the underlying patterns and principles that govern successful code modernization through interpretable AI methods that can explain transformation decisions. Research is directed by an NSF NCAR staff member and includes pre-defined research goals focused on developing practical solutions that can significantly reduce the time and cost associated with updating legacy systems while maintaining functionality and improving performance. CISL's mission is to support and advance the Earth system sciences by providing world-class computing environments, data services, and research in computational science.
