Machine Learning Data Builder
Budapest, Budapest, Hungary
HUF 12000K-18000K (estimate) Senior-level Full Time
Tasks
- Analyze class balance
- Build dataset ingestion pipelines
- Check distribution shift
- Collaborate with data science teams on data formats
- Design labeling workflows
- Detect label noise
- Detect train test leakage
- Document datasets
- Maintain dataset cleaning pipelines
- Maintain dataset versioning pipelines
- Manage dataset versioning lineage
- Operate labeling quality control
- Perform dataset coverage analysis
- Support reproducible dataset management
- Track inter annotator agreement
Perks/Benefits
- Breakfast
- Coffee
- Fruits Daily
- Happy hour activities
- Language course
- Office massage
- Recreation activities
- Regular team events
- Tea
Skills/Tech-stack
Airflow | DVC | Dagster | Data Documentation | Data Ingestion | Data Versioning | Data cleaning | Data labeling | Dataset Lineage | Dataset versioning | Distribution Shift | Label Noise | LakeFS | Python | SQL | Train Test Leakage | Train/Test
Education
N/A
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