Perception Manager - Robotics & Drones (f/m/d)
DEU Wuppertal Tech Ctr., Germany
EUR 73K-75K (estimate) Mid-level Full Time
Tasks
- Analyze field data and drive model retraining and iteration
- Collaborate on FMEA fault injection and degraded mode behaviors
- Define perception KPIs including latency robustness and confidence
- Define perception interfaces data contracts and confidence signals
- Deliver runtime perception inference monitoring and diagnostics
- Develop object detection tracking segmentation and scene understanding models
- Drive perception quality robustness and safety alignment
- Evaluate sensors and define compute acceleration strategies for inference
- Implement multi sensor fusion perception pipelines
- Integrate MLOps with CI CD for training validation deployment and monitoring
- Lead sensor data ingestion and preprocessing
- Manage perception engineering teams
- Own ML perception strategy for AMR and drone platforms
- Own perception data strategy including labeling dataset curation and versioning
- Support customer pilots demos and build vs buy decisions
- Support integration with localization planning and safety
- Use simulation for synthetic data generation and scenario testing
Perks/Benefits
- Career development
- International work environment
- Overtime compensation
- Paid vacation
- Permanent employment
- Training and coaching
Skills/Tech-stack
3D Perception | CI/CD | Computer Vision | Confidence Calibration | Data Generation | Data Processing | Data Versioning | Data labeling | Dataset curation | Deep learning | Distributed Systems | Domain Randomization | GPU Computing | Image Segmentation | Latency optimization | Linux | MLOps | Machine Learning | Model Deployment | Model Evaluation | Model Training | Multi Sensor | Multi-sensor Fusion | NPU Computing | Object Detection | Object Tracking | Performance Monitoring | ROS | ROS 2 | Regression testing | Runtime Inference | Scene Understanding | Sensor Calibration | Sensor Data Processing | Sensor data | Sensor fusion | Simulation testing | Synthetic Data Generation | Synthetic data
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
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