SDE IV

3 days ago

Bengaluru, India Glance Full time

Job Description - Architecthigh-performance inference runtimes, kernel dispatchers, and memory planners for large diffusion and transformer workloads. - Lead investigations intocross-GPU performance bottlenecks, communication overheads, and scheduling inefficiencies. - Drivemulti-GPU parallelism strategiesmodel, pipeline, and tensor parallelization. - Establish company-wideGPU optimization standards, tooling, and SLIs. - Collaborate with research to design scalable implementations of novel architectures. - Mentor engineers in profiling, tuning, and low-level optimization. - Partner with hardware vendors and infra teams to maximize cluster utilization. Required Qualifications - 5+ years in high-performance computing, GPU runtime systems, or ML infrastructure. - Proven expertise inCUDA / Triton / C++, with deep understanding of GPU scheduling, occupancy, register usage, and tensor cores. - Experience building and maintainingdistributed inferenceor training systems. - Ability todesign abstractionsbalancing flexibility and performance. - Strong knowledge ofNCCL, NVLink, PCIe, and interconnects. - Familiar withprofiling automationand performance dashboards. - Excellent technical leadership and mentoring capabilities.

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