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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Senior Data Engineer, Simulation & Cloud - **Company:** ARX Robotics GmbH - **Location:** München, Germany - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, C++ (Programming Language), Cloud Computing, Computer Graphics, Python (Programming Language), Tensorflow, Robotic Automation Software, Sensor Fusion, Lidar - **Published:** September 19, 2026 - **Apply:** https://www.adzuna.de/details/5889500820 ## About the Role * Strong proficiency in Python or C++ and hands-on experience with ROS2. * Proven experience developing simulation environments (e.g., Unity) with a solid foundation in computer graphics. * Deep familiarity with camera and LiDAR sensors and the process of generating synthetic data for them. * A strong understanding of Sim2Real methodologies and the challenges of transferring models from simulation to the real world. * A collaborative spirit with a proactive, results-oriented approach to solving complex technical challenges. * Bonus points for experience with machine learning frameworks (like TensorFlow) or sensor fusion techniques. Please note: You do not need to meet every single requirement to apply. We welcome motivated candidates who are eager to grow into the role and develop their expertise further. ## Description As our Simulation & Synthetic Data Engineer, you'll be at the heart of our autonomy stack, creating the virtual worlds that teach our robotic systems to navigate the real one. You will join a dedicated team developing cutting-edge autonomous ground vehicles, and your work will directly accelerate how our systems learn, adapt, and perform in the most demanding off-road environments. Your mission is to build the bridge between simulation and reality. By generating high-fidelity data and crafting complex scenarios, you will enable our perception and autonomy software to train, test, and validate at a speed and scale that would be impossible otherwise. This role is critical to advancing the capabilities and robustness of our autonomous platforms. What You'll Build * Construct and expand rich, realistic simulation environments for our autonomous off-road vehicles. * Generate high-fidelity synthetic sensor data-from cameras to LiDAR-to train our perception algorithms. * Craft complex virtual scenarios, including dense forests, rugged terrain, and adverse weather, to push our systems to their limits. * Develop sophisticated data augmentation and domain randomization pipelines to ensure our models are robust and adaptable. * Implement and refine Sim2Real strategies, bridging the gap between virtual testing and real-world performance. * Integrate your simulation modules seamlessly with our ROS/ROS2-based robotics software stack. * Collaborate closely with our AI and robotics teams to continuously enhance synthetic data quality and accelerate model development. ## Related Videos - [Robots 2.0: When artificial intelligence meets steel](https://www.wearedevelopers.com/videos/1452-robots-2-0-when-artificial-intelligence-meets-steel) - [How to develop an autonomous car end-to-end: Robotic Drive and the mobility revolution](https://www.wearedevelopers.com/videos/22-how-to-develop-an-autonomous-car-end-to-end-robotic-drive-and-the-mobility-revolution) - [Robots are coming into the wild! Full-Stack Robotics Engineers, be ready!](https://www.wearedevelopers.com/videos/479-robots-are-coming-into-the-wild-full-stack-robotics-engineers-be-ready) - [Machine learning in the browser with TensorFlowjs](https://www.wearedevelopers.com/videos/155-machine-learning-in-the-browser-with-tensorflowjs) - [Enhancing AI-based Robotics with Simulation Workflows](https://www.wearedevelopers.com/videos/472-enhancing-ai-based-robotics-with-simulation-workflows) - [Remote Driving on Plant Grounds with State-of-the-Art Cloud Technologies](https://www.wearedevelopers.com/videos/251-remote-driving-on-plant-grounds-with-state-of-the-art-cloud-technologies) ## Related Articles - [The Biggest German Tech Companies](https://www.wearedevelopers.com/magazine/424-the-biggest-german-tech-companies) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [Dev Digest 121 - AI goes offline](https://www.wearedevelopers.com/magazine/456-dev-digest-121-ai-goes-offline)