Machine Learning Data Builder
Budapest, Hungary
HUF 14400K-22882K (estimate) Senior-level Full Time
Tasks
- Analyze distribution shift
- Build dataset ingestion pipelines
- Conduct coverage analysis
- Coordinate data sharing formats with data science
- Design labeling workflows
- Detect train test leakage
- Document datasets
- Ensure data documentation and reproducibility
- Implement dataset versioning
- Maintain data cleaning pipelines
- Maintain dataset lineage
- Monitor class balance
- Perform labeling quality control
- Run dataset testing
- Track inter annotator agreement
Perks/Benefits
Skills/Tech-stack
Airflow | DVC | Dagster | Data Engineering | Data Pipelines | Data Quality | Data Versioning | Data cleaning | Data labeling | Dataset Documentation | Distribution Shift | Inter-annotator agreement | Label Noise | LakeFS | Leakage detection | Machine Learning | Python | SQL | Train Test Leakage Detection | Train/Test
Education
N/A
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