N
Senior Software Architect, AI and GPU Networking
В офисеПолная занятостьSoftware ArchitectureComputer HardwareEnterprise Software
Lead architecture and development for AI networking technologies that accelerate workloads in modern data centers. The role combines system research, hands-on software development, hardware co-design, and proof-of-concept delivery.
Обязанности
- Enhance GPU networking technologies for AI workloads, including runtime and communication solutions.
- Co-design GPU, DPU, and interconnect hardware features that accelerate data movement and enable inference and model-serving capabilities.
- Research and evaluate technologies, innovations, and partnerships against technical roadmaps and business value.
- Lead architecture and design for runtime systems, communication libraries, and AI-specific technologies.
- Lead proof-of-concept development to assess and advance new technologies.
- Explore transport functions, AI system communication, distributed AI, deep learning, HPC, software-defined networking, virtualization, and storage.
Требования
- M.Sc. or Ph.D. in Computer Science, Electrical Engineering, or Computer Engineering, or equivalent experience.
- At least 5 years of industry experience in system architecture, AI systems architecture, AI scaling, AI framework parallelism, or deep learning training workloads.
- Experience with algorithm design, system programming, computer architecture, and operating systems.
- Experience with virtualization, networking, and storage.
- Strong understanding of performance profiling, optimization, and hardware feature definition and use.
- Strong programming and software development skills.
- Ability to work and communicate effectively across multinational, multi-time-zone teams.
Будет плюсом
- Research track record.
- Experience with CPU, GPU, memory, storage, or networking architecture.
- Knowledge of deep learning frameworks and AI communication libraries such as NCCL, UCX, or MPI.
- Understanding of inference and training workload optimization, including prefill/decode and parallelism techniques.
- Strong communication skills.