Staff Software Engineer, GPU Inference
cerebras · Toronto
Description du poste
About the role
Cerebras Systems is seeking a Staff Software Engineer to productionize and optimize its GPU inference stack. You will work on the end‑to‑end serving path that combines GPU‑accelerated prefill with ultra‑fast decode on the Wafer‑Scale Engine, ensuring reliability, performance and numerical correctness.
Key responsibilities
- Design, build, deploy and maintain the complete GPU prefill path, spanning API services, model‑serving workers, vLLM, PyTorch, ROCm, GPU nodes and rack‑scale infrastructure.
- Establish operational practices for the AMD GPU fleet, including deployment, upgrades, health‑checking, capacity management and failure recovery.
- Define and monitor service‑level indicators for GPU‑backed inference, improve fault isolation, automated recovery and incident response.
- Profile and optimise time‑to‑first‑token, throughput, tail latency, GPU utilisation and memory efficiency under production workloads.
- Build validation and regression infrastructure for model quality, numerical accuracy and determinism across software and hardware releases.
Required profile
- 8+ years of software engineering experience with ownership of complex production systems.
- Hands‑on experience building or operating inference systems for large language or multimodal models on GPUs.
- Strong communication and technical leadership skills, able to drive cross‑functional projects to completion.
Required skills
- C++ and Python programming, including multithreading, concurrency and performance‑critical code.
- Experience with high‑performance model‑serving frameworks such as vLLM, Triton or TensorRT‑LLM.
- Deep understanding of GPU execution, ROCm/HIP, kernel launches, memory movement and profiling.
- Proficiency with Linux, containers, Kubernetes, CI/CD pipelines and observability tools.
What we offer
- Opportunity to build a breakthrough AI platform beyond traditional GPU constraints.
- Work on one of the world’s fastest AI supercomputers and contribute to open‑source research.
- Job stability combined with startup vitality and a non‑corporate culture.
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cerebras
Toronto