Senior Architect Future Compute Platform
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About the Role
Lead research initiatives applying artificial intelligence to computer architecture, develop optimization methodologies, and collaborate with multidisciplinary teams for innovat.
Key Skills for This Role
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Overview
Join imec's Falcon Research Center in Qatar as a Senior Researcher at the intersection of artificial intelligence and computer architecture.
You will pioneer the application of advanced AI techniques to revolutionize how we design and optimize future compute platforms, working on cutting-edge RISC-V based architectures for HPC and Mobile SoC applications.
In this highly collaborative role, you'll bridge the worlds of machine learning and chip design, developing AI-assisted tools and methodologies that accelerate architecture exploration, optimize design decisions, and validate performance.
Working alongside computer architects, chip designers, and software engineers, you'll translate research innovations into practical tools and frameworks that push the boundaries of what's possible in compute platform design.
Research & Technical Leadership
- Lead research initiatives applying AI/ML to computer architecture design space exploration
- Develop and implement AI-assisted methodologies for architecture optimization, performance prediction, and design validation
- Define technical direction for projects in collaboration with Compute Research and AI leadership
- Guide the team in achieving key milestones of the Compute Research roadmap
Hands-On Development & Implementation
- Design and implement AI models for architecture performance prediction, workload characterization, and design space exploration
- Develop surrogate models and optimization frameworks for rapid architecture evaluation
- Build tools and frameworks enabling heterogeneous compute platform design and validation
- Contribute to the reference architecture implementation, integrating AI-assisted design flows
- Take proof-of-concepts through to working prototypes and demonstration systems
Collaboration & Mentorship
- Work in a multidisciplinary team spanning ML researchers, computer architects, and chip designers
- Provide technical guidance and mentorship to team members on AI/ML methodologies
- Foster knowledge exchange between AI and hardware design domains
- Lead by example through hands-on contributions and collaborative problem-solving
Scientific Contribution
- Publish research findings in top-tier ML and computer architecture venues
- Present work at international conferences and technical workshops
- Contribute to open-source tools and frameworks in the AI-assisted design community
- Stay current with state-of-the-art in both AI/ML and computer architecture research
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