Performance analysis and modelling engineer M/V/X
il y a 15 heures
Performance analysis and modelling engineer M/V/X Research next generation supercomputer hardware for AI/HPC applications. What you will do You will investigate software-hardware codesign innovations for next‑gen artificial intelligence and high-performance computing systems. The Compute System Architecture Unit (CSA) at imec is researching next‑generation large‑scale heterogeneous computer architectures. The team is responsible for workload characterization, runtime management, performance modeling, architecture simulation and prototyping for future computer systems and their applications, to reach multiple orders of magnitude better performance, energy‑efficiency, and total‑cost‑of‑ownership. We are looking for a performance analysis and modeling engineer to innovate across layers of the computing stack, from application to semiconductor technology innovation and everything in between. This position plays a key role in our mission to shape the future of high‑performance computer architecture. Research various solutions to enable the next large‑scale–high‑performance computing clusters. The role spans over various layers from workload characterization, resource management, system architecture, and microarchitecture. Develop performance (+power/TCO/emissions) models for future hardware at various levels of detail to identify bottlenecks and propose new solutions that alleviate the bottlenecks. Capture the relevant workload characteristics of large‑scale applications, as inputs to hardware models. Analyze performance on existing systems to validate and calibrate hardware models. Collaborate across the company to guide the direction of HW/SW codesign based on the top HW issues and SW performance limiters generated from the models and characteristics. Model features and configurations that improve performance, power, total cost of ownership and emissions. Who you are Master’s or PhD degree in Computer Science, Computer Engineering or relevant STEM degree, preferably with early career experience. Experience with performance modeling (such as computer architecture simulation) for multiple types of computer hardware (e.g. CPU/GPU/NPU, or network design). Experience with performance measurement and analysis through profiling and tracing tools. Good understanding of large‑scale application (AI/HPC) execution characteristics from the workload perspective. Good understanding of heterogeneous system architectures, from their memory management to their microarchitecture. Good understanding of machine learning techniques, and their impact on performance. Strong programming ability in C++ and Python. CUDA knowledge is considered a plus. Your communication and interpersonal skills enable you to work in a dynamic, distributed team. You actively share experiences and knowledge with colleagues. We are looking for your excellent communication skills in English, as you will work in a multicultural team and closely with our partners. #J-18808-Ljbffr
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Performance Analysis and Modeling Engineer
il y a 4 jours
Leuven, Belgique Qplox engineering Temps pleinWe are looking for a Performance Analysis and Modeling Engineer to innovate across all layers of the computing stack, from applications to semiconductor technology. You will work closely with experts across multiple domains to identify co-design solutions and build infrastructure that evaluates them.This role is key in enabling next-generation large-scale...
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Performance Analysis and Modeling Engineer
il y a 4 jours
Leuven, Belgique Qplox engineering Temps pleinWe are looking for a Performance Analysis and Modeling Engineer to innovate across all layers of the computing stack, from applications to semiconductor technology. You will work closely with experts across multiple domains to identify co-design solutions and build infrastructure that evaluates them.This role is key in enabling next-generation large-scale...
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Performance Analysis and Modeling Engineer
il y a 4 jours
Leuven, Belgique Qplox engineering Temps pleinWe are looking for a Performance Analysis and Modeling Engineer to innovate across all layers of the computing stack, from applications to semiconductor technology. You will work closely with experts across multiple domains to identify co-design solutions and build infrastructure that evaluates them. This role is key in enabling next-generation large-scale...
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Performance Analysis and Modelling Engineer
il y a 2 jours
Leuven, Belgique ConSol Partners Temps pleinPerformance Analysis and Modelling Engineer Initial 1 year freelance contract + possible extensionLeuven, Belgium (Hybrid – 3 days onsite per week)40 hours/weekASAP start The assignmentYou will investigate software-hardware codesign innovations for next-gen artificial intelligence and high-performance computing systems. The Compute System Architecture Unit...
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Performance Analysis and Modelling Engineer
il y a 2 jours
Leuven, Belgique ConSol Partners Temps pleinPerformance Analysis and Modelling Engineer Initial 1 year freelance contract + possible extensionLeuven, Belgium (Hybrid – 3 days onsite per week)40 hours/weekASAP start The assignmentYou will investigate software-hardware codesign innovations for next-gen artificial intelligence and high-performance computing systems. The Compute System Architecture Unit...
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Performance Analysis and Modelling Engineer
il y a 2 jours
Leuven, Belgique ConSol Partners Temps pleinPerformance Analysis and Modelling Engineer Initial 1 year freelance contract + possible extension Leuven, Belgium (Hybrid – 3 days onsite per week)40 hours/week ASAP start The assignment You will investigate software-hardware codesign innovations for next-gen artificial intelligence and high-performance computing systems. The Compute System Architecture...
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Performance Analysis and Modelling Engineer
il y a 2 jours
Leuven, Belgique ConSol Partners Temps pleinPerformance Analysis and Modelling Engineer Initial 1 year freelance contract + possible extensionLeuven, Belgium (Hybrid – 3 days onsite per week)40 hours/weekASAP start The assignmentYou will investigate software-hardware codesign innovations for next-gen artificial intelligence and high-performance computing systems. The Compute System Architecture Unit...
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Machine Learning Performance Engineer M/V/X
il y a 4 semaines
Leuven, Belgique WhatJobs Temps pleinMachine Learning Performance Engineer M/V/X AI Systems is a department in the AI & Algorithms expertise center that develops advanced AI compute solutions involving AI models, algorithms, implementations, sensors and hardware for small scale edge up to large scale distributed and hybrid hardware architectures. Within the AI Systems department, the AI Models...
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Advanced Packaging Integration Engineer M/V/X
il y a 2 jours
Leuven, Belgique WhatJobs Temps pleinAdvanced Packaging Integration Engineer M/V/X Join the Platform Efficiency Team at imec's R&D headquarters located in the heart of Europe and help strengthen technology and modules across imec's many programs. This position lies in the BEOL Platform team, which takes care of 3D, Memory and Interconnect projects. At this point in time we have a particular...
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AI + HPC Hardware Performance Researcher
il y a 2 jours
Leuven, Belgique ConSol Partners Temps pleinAI + HPC Hardware Performance Researcher Initial 1 year freelance contract + possible extensionLeuven, Belgium (Hybrid – 3 days onsite per week)40 hours/weekASAP start The assignmentYou will investigate software-hardware codesign innovations for next-gen artificial intelligence high performance computing systems. The Compute System Architecture Unit (CSA)...
