Senior ML Data Engineering
Tasks
- Build data curation pipeline for embeddings and scene detection
- Build dataset SDK converter and 3D geometry tooling
- Collaborate with algorithm teams to define data criteria
- Curate dataset for machine learning pipelines
- Develop scoring and sampling strategies
- Ensure balanced and diverse training dataset
- Measure dataset quality with validation and diagnostics
- Run and optimize GPU inference at scale
Perks/Benefits
- N/A
Skills/Tech-stack
3D Geometry | Active Learning | Airflow | Argo | Calibration | Camera Models | Columnar Analytics | Computer Vision | Coordinate transforms | Data Pipelines | Distribution Balancing | DuckDB | Embeddings | GPU Inference | Hard example mining | Kubeflow | Language Models | Machine Learning | NumPy | Object Detection | Pandas | PyArrow | Python | Segmentation | TensorRT | Vector Databases | Vision Language Models | Vision-language | Workflow Orchestration
Education
N/A
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