AI & Embedded ML Engineer (Real-Time Edge Optimization)

Permanent employee, Full-time · Munich (DEU)

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 quantizationpruning/ INT8 / FP16
  • Experience deploying models on Jetsonembedded GPUs/ ARM / FPGA
  • Comfortable with PyTorch, Python, Linux, Git
  • Engineer mindset measurement→ optimization→ validation

Nice-to-have 

  • ROS (building nodesintegrating perception stacks)
  • Custom acceleratorsDSPs or hardware-specific toolchains
  • Profilers Nsight, perf, tegrastatsTensorRT profiler
  • Experience in robotics autonomous systemsaerospace, automotive or defense
Why us?
  • You ship code that directly controls real robots
  • You work on constrained hardwarewhere 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
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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