1 day ago
Wuppertal, GermanySenior
Responsibilities
- Design, develop, deploy, and optimize AI/ML solutions on embedded and edge-computing platforms.
- Optimize inference across CPU, GPU, NPU, DSP, FPGA, and heterogeneous SoC architectures using model optimization and hardware acceleration techniques.
- Build scalable software pipelines for computer vision, sensor fusion, multimodal AI, and real-time decision-making.
- Develop high-performance C/C++ and Python software for Linux-based embedded systems, RTOS environments, and cross-platform deployments.
- Optimize memory, power, startup time, throughput, latency, reliability, and other system-level performance characteristics.
- Create benchmarking, profiling, validation, automated testing, integration, deployment, and CI/CD workflows.
- Support production deployment of edge AI solutions in robotics, autonomous systems, industrial automation, and intelligent machines.
- Collaborate with hardware, safety, systems, quality, and robotics teams on platform architecture, sensor integration, autonomy, and safety-critical deployments.
Requirements
- Master's degree or PhD in Computer Science, Electrical Engineering, Artificial Intelligence, Robotics, Computer Engineering, or a related discipline.
- At least 5 years of experience developing and deploying AI/ML workloads on embedded or edge-computing platforms.
- Experience with embedded AI platforms such as NVIDIA Jetson, Qualcomm, TI, NXP, Renesas, AMD, or Intel.
- Expert proficiency in C/C++ and Python.
- Hands-on experience deploying and optimizing AI models on resource-constrained systems.
- Deep understanding of inference frameworks, model optimization, heterogeneous computing, profiling, debugging, and system-level performance.
- Experience with Linux-based embedded systems and cross-compilation workflows.
- Preferred experience with ROS 2, DDS, robotics middleware, autonomous systems, computer vision, multimodal AI, perception, sensor fusion, drones, AGVs/AMRs, or industrial automation.
- Preferred experience with Docker, CI/CD, DevOps automation, MLOps, Isaac Sim, Gazebo, CARLA, digital twins, functional safety standards, or Rust.
Benefits
- Flexible work environment.
- Professional growth and development in an international environment.
- Access to internal and external training, coaching, and certifications.
- Recognition for innovation and excellence.
- Competitive benefits supporting family, physical health, and mental health.
- Opportunities to give back to the community.
About Aptiv
Aptiv is a public automotive technology supplier that designs and manufactures vehicle electrical architectures, ADAS/autonomous software, connectivity solutions, and engineered components. It sells integrated hardware-software platforms, wiring and power distribution systems, sensors, and infotainment to global automakers and mobility companies. Headquartered in Dublin, Ireland, Aptiv is listed on the NYSE and operates worldwide across development centers and manufacturing sites.