Senior AI/ML Data Engineer – Robotics & Drones (f/m/d)
Core
Own end-to-end data processing and dataset lifecycle for AI/ML systems in robotics platforms, transforming raw sensor recordings into reliable training and test datasets.
Role type
Senior AI/ML Data Engineer (Robotics)
Builds
Scalable, automated data pipelines and high-quality datasets for model development and validation.
Domain
Robotics, Autonomous Systems, AI/ML Infrastructure
Deliverable
production ML models
Required skills
Python, data engineering frameworks, ETL workflows, distributed processing systems, large-scale sensor data handling (cameras, radar, LiDAR, IMU, GNSS), data quality management, dataset versioning, Linux environments, cloud platforms (Azure, AWS)
Preferred skills
Robotics/autonomous systems experience, AI/ML data preparation, annotation workflows, sensor calibration, DVC/MLflow/Airflow/Spark/Kubernetes, data visualization (Grafana/Power BI/Tableau), data lake architectures, ROS/ROS2, MLOps/DataOps
Technologies
Python, Azure, AWS, DVC, MLflow, Airflow, Spark, Kubernetes, Grafana, Power BI, Tableau, ROS, ROS2
Responsibilities
Design and maintain automated data processing pipelines; manage dataset lifecycle for training, validation, and benchmarking; implement automated quality checks and data validation; optimize large-scale dataset storage and distribution; develop dashboards for data KPIs and AI/ML readiness metrics.
Seniority
Senior, hands-on IC