GPU Communications Architect

Luxoft; Schweiz; Remote; CHF 120’000 - 160’000; Vollzeit

Zusammenfassung

A leading tech company is seeking an experienced technical leader for GPU communication technologies to provide deep technical leadership, engage with stakeholders, and mentor engineers. Candidates with experience in architecting communication solutions and a strong understanding of GPU architecture are preferred. Advanced degrees are a plus.

Qualifikationen

• Experience architecting and developing communication software solutions for accelerators.
• Deep understanding of graphics pipeline internals and GPU architecture.
• Proven history of communication software thought leadership.

Aufgaben

• Provide deep technical leadership for GPU communication technologies.
• Engage with executives and stakeholders on industry trends.
• Collaborate with teams to build roadmaps for future products.

Kenntnisse

Architecting communication software solutions

Experience with RDMA and accelerator fabrics

Understanding of GPU architecture

Deep expertise in distributed programming models

System software development in C/C++

Analytical and performance analysis skills

Effective communication skills

Ausbildung

Advanced degrees (Master's or Ph.D.)

Jobbeschreibung

Project description

The ROCm Communication Collectives Library (RCCL) is a stand-alone library that provides multi-GPU and multi-node collective communication primitives optimized for AMD GPUs. It uses PCIe and xGMI high-speed interconnects.

Responsibilities

• Provide deep technical leadership and guidance for GPU communication technologies, define the technical vision and direction for the GPU communication software stack.
• Engage with executives and key stakeholders to provide insight into industry trends and recommend strategic initiatives. Influence the future direction of the company's technical portfolio.
• Represent AMD in leadership positions at industry organizations and standards bodies.
• Engage with clients and industry partners to deeply understand technical needs, ensuring their satisfaction with tailored solutions that leverage your experience in strategic customer engagements and architectural wins.
• Collaborate with hardware and software architects, system engineers and business teams in identifying requirements and building roadmaps for future products.
• Mentor engineers and technical leaders, fostering a culture of innovation and excellence. Help develop the next generation of leaders through coaching, training, and feedback.

SKILLS

Must have

• Experience architecting and developing communication software solutions for accelerators using RDMA and accelerator-to-accelerator fabrics (eg. Infinity Fabric, UALink), from low-level device drivers and OS internals up through applications and AI/ML frameworks
• Experience with communication stacks and low-level GPU drivers.
• Experience developing or modifying compiler toolchains or debugging tools.
• Deep understanding of graphics pipeline internals and GPU architecture
• Deep expertise with distributed programming models (MPI, SHMEM), and the implementation and optimization of collective communication algorithms
• Deep expertise with RoCE, RDMA, and network topologies
• Experience with system software development in C/C++, and GPU software development and parallel programing
• Analytical and performance analysis skills
• Effective communication and problem-solving skills
• Proven history of communication software thought leadership, backed with patents, publications, and participation in industry standards bodies

Nice to have

Advanced degrees, such as Master's or Ph. D. are preferred