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pytorch automation

Company

LTM

Location

Bengaluru, Karnataka

Type

Full-time

Hiring Pytorch Automation specialist, with expertise in Pytorch workloads and triton.


  • Develop PyTorch workloads that stress model‑level execution (e.g., large GEMMs, attention patterns, MoE‑like behavior, mixed precision, long‑running loops)
  • Author custom Triton kernels to directly stress hardware execution units, memory hierarchies, and synchronization paths
  • Build parameterized stress harnesses that can scale with problem size, number of devices, and runtime duration
  • Integrate workloads with existing tooling for profiling, monitoring, and failure triage
  • Collaborate with platform, firmware, and SDK teams to ensure workloads target known risk areas and emerging issues
  • Document usage patterns and provide reproducible scripts for lab and CI usage

Expected Deliverables

  • A library of reusable PyTorc...

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