Machine Learning Deployment Engineer

il y a 6 jours

Toulouse, France autonomous-teaming Temps plein

**Your mission**:

- Optimize deep neural networks for real-time inference on embedded devices (Jetson, FPGA, custom boards)
- Use TensorRT, CUDA, C++ to convert and compile networks for runtime use
- Develop ROS nodes and interfaces to connect perception modules with the broader robotic system
- Collaborate with perception and ML teams to bring cutting-edge research to edge hardware
- Ensure runtime robustness under extreme constraints (power, bandwidth, latency)
- Implement benchmarks, debug runtime issues, and validate performance against real-world use cases

**Your profile**:

- Strong experience in CUDA and C++
- Hands-on work with TensorRT, ONNX, TVM or similar compilers/toolchains
- Proven experience in quantization, model pruning, or distillation
- Understanding of hardware constraints on Jetson, ARM, GPU or embedded systems
- Familiar with PyTorch, Python, Git, and Linux environments

Nice to have
- Experience deploying ML models in ROS environments
- Exposure to custom accelerators or hardware-specific toolchains
- Knowledge of runtime profiling, latency debugging, and performance benchmarking
- Experience in aerospace, automotive, or defense

Meta
- Outside of the box creativity, conceptional & systematic design thinking, disciplined execution
- Servant leader mindset, placing team success over ego
- Highest moral standards and work ethic
- We value extra-curricular responsibilities and achievements in your biography
- Intrinsic motivation, willing to go the extra mile, attention to detail
- Fluent in English
- Nationality of a NATO member nation or close ally is a must

**Why us?**:
Join us to shape the future of AI-driven defense

The world is changing. Exponential technologies are enabling new types of security threats. We are committed to staying ahead by building nimble, scalable, and cost-effective defences. We are looking for passionate developers who are eager to create exceptional products, safeguard our freedom, and strengthen the resilience of democracies.

**About us**:
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 collaborate as teams, working together to address emerging security challenges. Our primary mission is to defend against AI-powered asymmetric threats at scale, such as drone swarms and other UXVs.

**Who we are**: Based in Munich, Berlin and Bordeaux/Toulouse we are rapidly expanding across Europe with plans to open more office hubs soon. We embrace a hybrid work culture - valuing the collaborations that happens in the office, while also empowering our team members to work remotely with responsibility and autonomy.

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