AI & HPC hardware performance researcher
VeroTech
Job Overview
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Job Description
About The Role
As an AI & HPC hardware performance researcher, you'll play a critical role in shaping the future of computer architecture. You'll engage in cutting-edge research to innovate across the computing stack, from application to semiconductor technology, and collaborate with experts to implement software-hardware codesign solutions. Your work will drive the performance and efficiency of large-scale, heterogeneous computer architectures, empowering the next wave of AI applications.
Key responsibilities
- Research solutions for large-scale high-performance computing clusters, focusing on workload characterization, resource management, system architecture, and microarchitecture.
- Develop detailed performance models to identify and address bottlenecks, enhancing efficiency and reducing cost.
- Analyze current systems to validate models and guide future design improvements.
- Collaborate with cross-functional teams to inform the codesign of hardware and software, improving performance and reducing emissions.
What we're looking for
We're seeking a skilled professional with a passion for HPC and AI, equipped with substantial analytical and modeling expertise.
- Master's or PhD in Computer Science, Computer Engineering, or a relevant STEM field, with early career experience preferred.
- Experience in performance analysis of HPC applications like molecular dynamics or computational fluid dynamics.
- Proficiency in performance modeling for various computer hardware.
- Understanding of heterogeneous system architectures and machine learning techniques.
- Strong programming skills in C++ and Python; CUDA knowledge is a plus.
- Excellent English communication skills, enabling effective collaboration in a multicultural team.
Why join us?
At VeroTech, we empower engineers to grow, innovate, and lead. Join a dynamic community where you’ll work on cutting-edge R&D projects, receive personalized career development, and thrive in a supportive, inclusive culture. Enjoy flexibility with remote work options, a competitive salary package, and additional benefits like meal vouchers, insurance, and a company car. Be part of impactful projects that shape the future of technology while maintaining a healthy work-life balance.
Key skills/competency
- Workload Characterization
- Performance Modeling
- System Architecture
- Microarchitecture
- Heterogeneous Systems
- C++ Programming
- Python Programming
- CUDA
- Machine Learning
- Hardware-Software Codesign
How to Get Hired at VeroTech
- Research VeroTech's culture: Study their mission, values, recent news, and employee testimonials on LinkedIn and Glassdoor.
- Tailor your resume: Customize your CV to highlight experience in HPC, AI, performance modeling, C++, and Python.
- Showcase technical depth: Prepare to discuss specific projects involving computer architecture and performance analysis.
- Demonstrate problem-solving: Practice articulating how you've identified and resolved complex technical bottlenecks.
- Emphasize collaboration: Be ready to share examples of successful cross-functional teamwork in R&D environments.
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