autonomous-teaming
ML Data Engineer
Salary not disclosed5+ yearsOnsite
- Engineering
- Munich
- Full time
- Today
Newly posted
About the role
This role owns the data foundation of perception systems end-to-end, directly influencing model performance in real-world environments. You will set the technical direction for collecting, curating, and improving datasets for object detection while working as a senior partner to ML, perception, and robotics teams. You will take full ownership of the ML data lifecycle, from architecture decisions on ingestion and pipelines to labeling strategy and metrics-informed dataset improvement.
Responsibilities
- Architect and own scalable pipelines for ingesting, organizing, and preprocessing large volumes of time-series camera and multi-sensor data.
- Drive the strategy behind object detection datasets, ensuring quality, diversity, and statistical representativeness at scale.
- Design and operate active learning loops that connect model performance directly to data selection and improvement priorities.
- Own labeling workflows end-to-end, including tooling decisions, QA methodology, and coordination of annotation efforts.
- Partner with AI Engineers to diagnose model weaknesses and translate findings into concrete dataset strategy.
- Plan and lead data collection campaigns to close gaps with high-value real-world data.
- Build internal tools and dashboards that provide visibility into dataset quality and performance gaps.
Required skills
- Python
- Pandas
- NumPy
- ETL/ELT
- Data Orchestration
- Object Detection
- CVAT
- Label Studio
- Data Engineering
- Sensor Data
- Video Data Processing
Nice to have
- AWS S3
- MinIO
- ClearML
- MLFlow
- Weights & Biases
- ROS
- Docker
- LiDAR
- Radar
Qualifications
- 5+ years of hands-on experience in Python and data processing frameworks
- Proven track record building and owning ETL/ELT pipelines for large-scale video and sensor datasets in production
- NATO-aligned nationality or close ally citizenship
Benefits
- Team events
About the Company
autonomous-teaming is an ambitious engineering team creating the future of autonomous systems and AI-driven defense.