Senior Researcher - AI Software Stack & Compilation

Huawei Switzerland; Zürich; Vor Ort; EUR 100’000 - 140’000; Vollzeit

Zusammenfassung

Huawei Switzerland recherche un Senior Researcher pour diriger des projets de recherche en optimisation des performances des systèmes d’intelligence artificielle. Le candidat idéal aura un doctorat en informatique ou en ingénierie électrique et une expérience significative des frameworks d’IA tels que PyTorch et Triton. Vous contribuerez à des projets innovants et aurez l'opportunité de publier vos recherches dans des revues de premier plan.

Leistungen

Package salarial compétitif

Opportunités de croissance et développement professionnel

Projets innovants

Accès aux technologies de pointe

Qualifikationen

• PhD requis pour le rôle.
• Expérience avérée avec des frameworks AI tels que PyTorch et Triton.
• Solide compréhension de l'optimisation de programmes et des modèles de programmation.

Aufgaben

• Conduire des recherches avancées en optimisation des performances des logiciels d'IA.
• Développer et améliorer des outils et frameworks.
• Mentorer des chercheurs juniors.

Kenntnisse

Python

PyTorch

Triton

MLIR

TVM

Ausbildung

PhD in Computer Science

PhD in Electrical Engineering

Jobbeschreibung

About Us: At Huawei Technologies Switzerland AG, we are a leading technology firm dedicated to developing cutting-edge solutions that redefine industry standards and push technological boundaries. Our core focus is on creating advanced computing architectures that can efficiently support and enhance the performance of artificial intelligence systems. We believe in innovation as a driving force for improvement and are committed to achieving excellence in all areas of research and development.

Job Summary: We are seeking a highly skilled and motivated Senior Researcher to join our team focusing on the development and optimization of AI software stacks and compilation techniques. The successful candidate will have substantial experience with state-of-the-art frameworks and be instrumental in advancing our research and product offerings in AI model performance and efficiency.

Key Responsibilities:

Conduct cutting-edge research in AI software stacks, focusing on performance optimization and compiler technologies.

• Develop and enhance tools and frameworks, specifically utilizing PyTorch, Triton, MLIR etc.

• Collaborate with cross-functional teams to integrate research findings into practical applications and products.

• Publish research findings in top-tier conferences and journals to contribute to the academic community.

• Mentor junior researchers and engineers, fostering an environment of collaboration and innovation.

• Stay updated on industry trends and advancements in AI and compiler technologies.

Qualifications:

PhD in Computer Science, Electrical Engineering, or a related field, with a focus on AI, compilers, or software systems.

• Proven experience and proficiency in Python, PyTorch, Triton, MLIR, and TVM.

• Strong understanding of programming model, compiler design, program optimization, and parallel processing.

• Experience with AI model training and deployment at scale.

• Excellent problem-solving skills and ability to work in a fast-paced, collaborative environment.

• Strong communication skills, with a track record of publishing research and presenting findings to diverse audiences.

Preferred Qualifications:

Experience in performance benchmarking and profiling of AI models.

• Familiarity with hardware architectures and their impact on AI model performance.

• Contributions to open-source projects or active involvement in the AI research community.

What We Offer:

• Competitive salary and benefits package.

• Opportunities for professional growth and development.

• Be part of innovative projects that make a difference.

Access to state-of-the-art technology and tools.