GPU Communications Architect

Luxoft; Deutschland; Vor Ort; EUR 80.000 - 120.000; Vollzeit

Zusammenfassung

A leading technology company is seeking an expert in GPU communication technologies to provide leadership and innovation in their software stack. The role involves engaging with stakeholders, mentoring engineers, and collaborating across teams. Ideal candidates will have deep technical expertise and a proven track record in developing communication software solutions.

Qualifikationen

• Experience developing communication software for accelerators.
• Deep understanding of GPU architecture and graphics pipeline.
• Proven history in software thought leadership with patents.

Aufgaben

• Lead GPU communication software stack and technical vision.
• Engage with stakeholders to guide industry direction.
• Mentor and develop the next generation of engineers.

Kenntnisse

Communication software architecture

Low-level GPU drivers

Distributed programming models (MPI, SHMEM)

C/C++ programming

Performance analysis

Effective communication

Problem-solving skills

Ausbildung

Master's or Ph.D. degree

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