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Research engineer in ai accelerator compiler integration and design space exploration – startup preparation

Louvain
Ku Leuven
Design
Publiée le 21 avril
Description de l'offre

The MICAS division of the Department of Electrical Engineering (ESAT) at KU Leuven is an international leader in integrated circuits, edge AI hardware, and intelligent energy-efficient systems. MICAS conducts research across the full stack of edge intelligence, ranging from algorithms and mapping methodologies to hardware architectures and silicon demonstrators. The group collaborates closely with semiconductor companies, technology providers, and research institutes worldwide. The group has successfully spun out 7 startups. Within MICAS, this position is situated on design space exploration for deep learning and AI accelerators. This work focuses on tools and methodologies that enable fast exploration of accelerator architectures, dataflows, mappings, memory hierarchies, and workload scheduling, with the goal of guiding both hardware design and software deployment decisions for efficient edge AI systems. We are looking for a highly motivated engineer to strengthen this activity and help connect KU Leuven’s design space exploration frameworks to emerging AI accelerator backends from industrial partners towards a spin-off startup. The position is hosted at KU Leuven. Depending on project evolution and mutual fit, there is potential for continuation in the incubating spin-off activity connected to this work. More information on that broader valorization trajectory can be discussed and read about at https://phoenics.ai. Functieomschrijving You develop interfaces between KU Leuven’s design space exploration software and commercial compiler backends for new AI accelerator architectures from partner companies. You help extend the design space exploration framework towards new hardware architectures, memory systems, dataflows, and execution models. You improve the current software stack in terms of runtime, modularity, framework orchestration, usability, and automation. You contribute to automated workflows that connect model description, mapping exploration, compiler lo

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