ML Data Engineer (m/f/d) - Sensor Data & Pipelines
Tasks
- Analyze dataset quality and distributions
- Build scalable data pipelines
- Coordinate data collection campaigns
- Curate object detection datasets
- Implement active learning loops
- Ingest and preprocess time series sensor data
- Manage labeling workflows
- Run data quality assurance checks
Perks/Benefits
- N/A
Skills/Tech-stack
AWS S3 | Active Learning | Bounding Box | COCO | CVAT | Data Versioning | Detectron2 | Docker | ELT | ETL | IoU | Label Studio | MLflow | MMdetection | Mean Average Precision | Multiprocessing | NoSQL | NumPy | Object Detection | Pandas | Precision Recall Curves | Precision-recall | Python | Reproducibility | SQL | Semi-Supervised Learning | Semi-supervised | Supervised Learning | Uncertainty sampling | Weights and Biases
Education
N/A
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