ML Data Engineer - Computer Vision, Video & Sensor Data

Your mission

• Design and maintain high-throughput, scalable pipelines to ingest and organize large volumes of time-series camera and sensor data (RGB, IR, thermal, acoustic, depth, IMU).
• Own, curate, and continuously improve computer vision datasets for object detection and classification, ensuring high-quality, diverse, and statistically representative data.
• Build and operate active learning loops to prioritize high-value samples and accelerate dataset improvements.
• Write robust preprocessing and transformation pipelines using Python, NumPy, Pandas, and Albumentations for large-scale computer vision workloads.
• Manage labeling workflows, including automation, QA validation, annotation consistency checks, and dataset versioning.
• Collaborate with ML Engineers to fine-tune, train, and evaluate detection models, feeding insights back into data generation and selection.
• Analyze model weaknesses, blind spots, bias, and drift t...