Senior Architect Future Compute Platform
IMEC Inc
نشرت قبل أكثر من 30 يومًا
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الجنسية
أي جنسية
جنس
غير مذكور
عدد الشواغر
1 عدد الشواغر
الوصف الوظيفي
الأدوار والمسؤوليات
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
الملف الشخصي المطلوب للمرشحين
Required skills PhD in Computer Science, Electrical Engineering, Machine Learning, or related STEM field (or MSc with 8+ years equivalent experience) 5+ years of experience in applied research and/or development of AI/ML applications Deep expertise in one or more of the following: Reinforcement Learning for design optimization Bayesian Optimization and hyperparameter tuning Graph Neural Networks for hardware representation Surrogate modeling and transfer learning Agentic AI systems and multi-agent frameworks Strong scientific programming skills with demonstrated ability to write clean, maintainable, production-quality code Proficiency in Python and ML frameworks (PyTorch, TensorFlow, JAX, or similar) Experience with version control (Git), code review practices, and collaborative development workflows Excellent documentation skills and commitment to reproducible research Proven ability to work effectively in multidisciplinary teams Strong communication skills in English, both written and verbal Familiarity or experience with R&D of SoC Architectures and ASICs Design is a big plus.
Preferred Experience leading ML teams in research or development environments Familiarity with computer architecture concepts, design space exploration, or performance modeling Background in SoC architecture design, ASIC development, or hardware-software co-design Knowledge of RISC-V ISA or other processor architectures Experience with: Architecture simulators (gem5, Sniper, or similar) Hardware description languages (Verilog, Chisel) EDA tools and ASIC design flows High-performance computing or parallel computing Track record of publications at premier venues (NeurIPS, ICML, ICLR, ISCA, MICRO, DAC, ICCAD) Contributions to open-source ML or hardware design tools Experience working in international, multicultural research environments
القطاع المهني للشركة
- فارما
- التكنولوجيا الحيوية
- البحوث السريرية
المجال الوظيفي / القسم
- سوفت وير تقنية المعلومات
الكلمات الرئيسية
- Senior Architect Future Compute Platform
تنويه: نوكري غلف هو مجرد منصة لجمع الباحثين عن عمل وأصحاب العمل معا. وينصح المتقدمون بالبحث في حسن نية صاحب العمل المحتمل بشكل مستقل. نحن لا نؤيد أي طلبات لدفع الأموال وننصح بشدة ضد تبادل المعلومات الشخصية أو المصرفية ذات الصلة. نوصي أيضا زيارة نصائح أمنية للمزيد من المعلومات. إذا كنت تشك في أي احتيال أو سوء تصرف ، راسلنا عبر البريد الإلكتروني abuse@naukrigulf.com
IMEC Inc
Imec Qatar is a new regional office where we drive our mission of pioneering innovative semiconductor solutions that lay the foundation for a smarter, greener, and truly AI-driven future. Specializing in advanced design tools for emerging technologies like silicon photonics and 3D integrated circuits, imec Qatar is at the forefront of chip development. And we're driving the future with intelligent solutions to optimize infrastructure, and deep-tech innovations targeting applications for a sustainable society. This is more than just a new office - it's the start of an exciting journey. With the launch of imec Qatar, you have the unique opportunity to join us from day one and help shape the future of semiconductor innovation in the region. You will be part of imec, and that means
https://www.imec-int.com/en/work-at-imec/job-opportunities/senior-architect-future-compute-platform