ML Runtime Engineer
OCCITANIE, FRANCE
il y a 14 heures
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 we love food!
- 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
Research shows that while men apply to jobs where they meet an average of 60% of the criteria, women and other underrepresented people tend to only apply when they meet 100% of the qualifications. At Loft, we value respectful debate and people who aren’t afraid to challenge assumptions. We strongly encourage you to apply, even if you don’t check all the boxes.
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Entreprise
ATX Venture Partners
Plateforme de publication
WHATJOBS
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