GPU Communications Architect

Luxoft; Fatih; On-site; TRY 150,000 - 300,000; Full time

Job summary

A leading technology company in Turkey is seeking a technical leader to drive GPU communication technologies. You will engage with stakeholders to define the vision for the GPU communication software stack, collaborating with architects and mentoring teams. The ideal candidate has extensive experience in communication software and GPU technologies. Competitive compensation and opportunities for growth are offered.

Qualifications

• Experience architecting and developing communication software solutions for accelerators.
• Experience with communication stacks and low-level GPU drivers.
• Deep understanding of graphics pipeline internals and GPU architecture.

Responsibilities

• Provide technical leadership for GPU communication technologies.
• Engage with executives and stakeholders to guide strategic initiatives.
• Collaborate with hardware and software architects on product requirements.

Skills

Experience architecting and developing communication software solutions for accelerators

Experience with communication stacks and low-level GPU drivers

Experience developing or modifying compiler toolchains

Deep understanding of graphics pipeline internals

Deep expertise with distributed programming models

Deep expertise with RoCE, RDMA, and network topologies

Experience with system software development in C/C++

Analytical and performance analysis skills

Effective communication and problem-solving skills

Proven history of communication software thought leadership

Education

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

Job description

Overview

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