Edge AI Engineer (H/F) à Autonomous-teaming dans Toulouse

Description de l'emploi - Edge AI Engineer (H/F)

Your mission

Build AI that runs in the real world. On real robots. Under real constraints.

At Autonomous Teaming, we build autonomous robotic systems operating in extreme, GPS-denied environments. Our models run fully on edge hardware (Jetson, FPGA, custom boards), with no cloud, no fallback, no excuses.

We’re looking for an engineer who loves hard problems : real-time inference, low-latency pipelines, CUDA kernels, TensorRT graphs, and deploying ML models directly on hardware.

If you enjoy debugging things that only break on the robot, this role is for you.

Missions :

Own the full pipeline from model to real-time inference on embedded devices:

Optimize deep neural networks for Jetson, FPGA or ARM boards
Apply quantization, pruning, distillation to hit strict FPS, power and memory budgets
Convert & compile models using TensorRT, ONNX, CUDA, C++
Build ROS nodes integrating optimized perception into the full robotic system
Debug runtime failures, memory leaks, thermal throttling, kernel-level issues
Benchmark and validate performance directly on hardware
Ship models that run reliably in real-world, harsh environments

Your profile

Must-have

Strong experience in CUDA & C++
Hands-on work with TensorRT, ONNX, TVM or similar compilers
Practical experience with quantization/ pruning/ INT8 / FP16
Experience deploying models on Jetson/ embedded GPUs/ ARM / FPGA
Comfortable with PyTorch, Python, Linux, Git
Engineer mindset : measurement→ optimization→ validation

Nice-to-have

ROS (building nodes, integrating perception stacks)
Custom accelerators, DSPs or hardware-specific toolchains
Profilers : Nsight, perf, tegrastats, TensorRT profiler
Experience in robotics , autonomous systems, aerospace, automotive or defense

Why us?

You ship code that directly controls real robots
You work on constrained hardware, where every millisecond and every watt matters
You solve problems that cloud ML engineers never face
You own your optimizations end-to-end : from model to field deployment
You work in a small, high-performing team where ownership is real

If you want a job with clean layers and abstract diagrams, this is not it.

About us

Who we are: Autonomous Teaming is a defence-tech start-up specializing in machine vision solutions. Driven by cutting-edge innovation, our team works on next-generation technologies designed to meet rapidly evolving security challenges.

What we do: We develop systems that enable computers and sensors to operate as coordinated teams, collaborating in real time to counter AI-powered asymmetric threats at scale — including drone swarms and other UXVs. Our mission is to build resilient, intelligent defence capabilities that perform reliably in the most demanding environments.

Who we are: Based in Munich, Berlin, and Toulouse, we are expanding rapidly across Europe with plans to open additional office hubs. We value close, in-person collaboration as the foundation for building complex, high-impact technology, while maintaining flexibility aligned to role and team needs. Our culture is built on ownership, responsibility, and trust — with a shared commitment to growing and building together.

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À propos de l'entreprise

Autonomous-teaming

We are a defence-tech start-up specializing in machine vision solutions. If you have a passion for cutting-edge innovation, and drive to use your skills to create next generation solutions, this is an opportunity for you! What we do: We are developing solutions that enable computers and sensors to c...