ML Runtime Engineer — Edge Inference & Equity

ATX Venture Partners; Occitanie; Presencial; EUR 85 000 - 110 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Equity

Paid time off

Health insurance

Lunch vouchers

Cross-office travel

Off-sites

Relocation assistance

Resumo da oferta

ATX Venture Partners is seeking an experienced engineer to own model compilation for accelerator targets, turning ONNX models into optimized engines while respecting on-device power and thermal budgets.

The role focuses on building the ground-side compile and delivery path, performance benchmarking, and contributing to the Space Inference Engine and SDK. You will coordinate with the OBSW/Runtime team to ensure robust, scalable model builds.

Qualificações

• Strong C++ and Python programming skills.
• Experience with model compilation and graph compilers (TensorRT).
• Experience with ONNX Runtime and performance optimization.
• Experience with embedded/edge GPU deployment (NVIDIA Jetson).
• Experience benchmarking and profiling with perf tools.
• CI/CD experience including hardware-in-the-loop testing.

Responsabilidades

• Own model compilation: turn partner ONNX models into optimized engines per accelerator.
• 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). Coordination of OBSW / Runtime team.

Conhecimentos

C++ and Python

TensorRT

ONNX Runtime & perf optimization

Embedded / edge GPU deployment

Benchmarking & profiling

CI/CD with hardware-in-the-loop

Ferramentas

Hailo SDK

Meson build

Yocto / minimal Debian images

Descrição da oferta de emprego

ATX Venture Partners is seeking an experienced engineer to own model compilation for accelerator targets, turning ONNX models into optimized engines while respecting on-device power and thermal budgets.

The role focuses on building the ground-side compile and delivery path, performance benchmarking, and contributing to the Space Inference Engine and SDK. You will coordinate with the OBSW/Runtime team to ensure robust, scalable model builds.