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Loft Orbital Solutions

Posted 2 months ago

Open

ML Runtime Engineer

ToulouseOn-siteFull-time

AI Summary

Owns compiling partner ONNX models into optimized engines for edge accelerators, builds the ground-side compile and delivery path, and creates performance tooling for model inference on embedded GPUs.

About this role

Wanna join the adventure?

About this role:

  • Own model compilation: turn partner ONNX models into optimized engines per accelerator (TensorRT, Hailo, AMD/ROCm), within power & thermal budgets
  • Build the ground-side compile & delivery path; define how a mismatched engine is detected/rejected on-node
  • Build performance tooling: benchmarking, profiling, operator-coverage matrices, and budget validation
  • Contribute to Space Inference Engine (execution providers) and the SDK (model build & packaging); coordinate the OBSW / Runtime team

Must Haves:

  • Strong C++ and Python
  • Model compilation: TensorRT (and/or equivalent graph compilers)
  • ONNX Runtime, quantization & inference perf optimization
  • Embedded / edge GPU deployment (NVIDIA Jetson)
  • Benchmarking & profiling / perf tooling
  • CI/CD incl. hardware-in-the-loop

Nice to Haves:

  • Hailo SDK and/or AMD ROCm compilation (iX10)
  • Writing custom kernels / operator plugins
  • Remote sensing / large-image handling
  • RF / IQ signal data exposure
  • Meson build, Yocto / minimal Debian images
  • Model-weight protection / secure execution

Some of Our Awesome Benefits:

  • Equity, we want you to have an active role in our success
  • Up to 35 days of Paid Time Off (vacations & RTT ) and flexible working hours, we want you to be at your best
  • Health and life insurance, we care about your health
  • Lunch Vouchers, because let’s be honest, we love food! (we even have a slack channel about it #loft-gourmand)
  • Cross-office travel opportunities between San Francisco, Colorado, and Toulouse to learn from our differences
  • Company and team off-sites and many other events to work & celebrate together
  • Relocation assistance to Toulouse when applicable

    • Skills

    BenchmarkingC++HailoNVIDIA JetsonONNXONNX RuntimeProfilingPythonROCmTensorRT

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