ML, CV, Robotics jobs

Monitor the web daily for entry-level / graduate / junior roles in Germany that fit my profile (M.Sc. Automation & Robotics – Cognitive Systems; strong Python + Computer Vision + Robotics; PyTorch + ROS/ROS2; ML deployment with FastAPI/Docker). Target role titles (EN + DE): Junior/Graduate Machine Learning Engineer, Computer Vision Engineer, Robotics Software Engineer, Perception Engineer, AI Engineer, Autonomous Systems Engineer, Applied Scientist (Junior); Berufseinsteiger/Absolvent KI, Robotik, Bildverarbeitung; Junior Entwickler Maschinelles Lernen, Robotik Softwareentwickler, Softwareentwickler Bildverarbeitung, KI Engineer, Entwicklungsingenieur Robotik. Broad matching rule (so we don’t miss good jobs): A role qualifies if it matches at least 1 keyword from Core Skills, AND it is junior/entry/graduate (0–2 years or “Berufseinsteiger/Absolvent”). Then rank results by how many Core Skills match. Core Skills (rank higher when more match): Python, PyTorch, Computer Vision (OpenCV/YOLO/Faster R-CNN), ROS/ROS2, perception, sensor fusion, SLAM, deep learning, inference, deployment, FastAPI, Docker, Linux, Git, MLOps basics (MLflow/CI/CD). Adjacent Skills (allowed, not required; still realistic): TensorFlow, ONNX, CUDA basics, C++ (ROS nodes), Gazebo/Ignition, Isaac Sim, Open3D/PCL, Kubernetes basics. (If a role needs these, keep it only when it’s still junior and the gap is small.) Role-type guardrails (keep it broad, but still “I can do this”): Include roles focused on perception pipelines, CV/ML model training, robotics software, inference services, data/annotation pipelines. Exclude roles that are pure NLP only, pure data analyst/BI, or firmware-only embedded with no ML/CV. Location focus: Munich, Berlin, Hamburg, NRW/Ruhrgebiet (Dortmund/Bochum/Essen/Düsseldorf/Köln) + “Remote within Germany”. Source strategy & priority (must follow): Company career pages (Karriereseiten) (always prefer these links) Wellfound, YC – Work at a Startup LinkedIn, Indeed, StepStone, Xing, Monster = discovery only If found on a board, locate the original company posting and output that direct link whenever possible. Exclude strictly: Staffing agencies / Personalvermittlung / Zeitarbeit / recruiting-only firms Contract/freelance-only roles Senior roles requiring 3+ years full-time experience PhD-only positions Internships-only (unless explicitly paid + strong CV/ROS/ML relevance)