Data Engineer (Computer Vision Focus)
✨ About This Role
Overview:
We are looking for a Data Engineer with strong knowledge of computer vision workflows. You will design, build, and optimize data pipelines that power our AR-focused 2D/3D vision and diffusion models. You’ll ensure our data is reliable, scalable, and optimized for both research and production.
Responsibilities:
● Build and maintain scalable data pipelines for large-scale video and 3D datasets.
● Support post-training workflows (e.g., dataset augmentation, evaluation data preparation).
● Optimize data flows for inference pipelines to ensure real-time performance.
● Collaborate with CV researchers and engineers to ensure datasets meet model needs.
● Implement best practices for data quality, versioning, and reproducibility.
Qualifications:
● Strong experience in Python, SQL, and distributed systems (Dask, or Ray).
● Hands-on experience with data pipelines for ML/CV (e.g., TFRecords, WebDataset,HDF5).
● Familiarity with cloud platforms (AWS/GCP) and GPU-based data workflows.
● Understanding of computer vision data requirements (video, 3D assets, images).
● Bonus: Experience with data labeling pipelines, synthetic data, or AR/VR datasets.
Why You'll love working here:
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